Datasets:

lica-world
/

GDB

sample_id stringlengths 20 20	benchmark_id stringclasses 1 value	domain stringclasses 1 value	task_type stringclasses 1 value	benchmark_name stringclasses 1 value	prompt large_stringclasses 1 value	ground_truth large_stringclasses 18 values	media_path stringlengths 78 78	media_type stringclasses 1 value	metadata large_stringclasses 1 value
1KoSdCqVsdnauEhMLoDV	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/000a2533-b083-4d03-9602-715b8bf4409d/1KoSdCqVsdnauEhMLoDV.png	image	{}
DUshGixLZ65JSC09f66p	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/000f0ff6-c99c-4376-9a84-a57b99d4a6ba/DUshGixLZ65JSC09f66p.png	image	{}
z934aQynDn4ltF2rgjSv	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00278726-e104-4253-a033-6a670878db44/z934aQynDn4ltF2rgjSv.png	image	{}
6liRHQlzFPeV0bb07f9q	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	business cards	lica-data/images/002838fe-82f8-44e7-9508-db3f71a5589c/6liRHQlzFPeV0bb07f9q.png	image	{}
zKxTyW5JJ2tild2OeNoL	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	business cards	lica-data/images/002838fe-82f8-44e7-9508-db3f71a5589c/zKxTyW5JJ2tild2OeNoL.png	image	{}
Ga9q7p7RNrQkOuYn2zAh	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/004b53a8-67f5-406a-abe0-8d52940f8574/Ga9q7p7RNrQkOuYn2zAh.png	image	{}
E0BXJ9WtQKeZTUjcXl6T	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/004b6dd9-1f15-40d4-bc3d-61a7d7ce779b/E0BXJ9WtQKeZTUjcXl6T.png	image	{}
zWGN49Jp6ttaDGBBx540	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/004da21b-c616-4acb-8dda-ac9df130c2e3/zWGN49Jp6ttaDGBBx540.png	image	{}
PqMdHX2X5wchiXyAismj	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	flyers	lica-data/images/0050cd75-0058-4236-8d99-c52b64c39f6f/PqMdHX2X5wchiXyAismj.png	image	{}
ckjW5Kxj3nENZoWUQHIh	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	flyers	lica-data/images/0050cd75-0058-4236-8d99-c52b64c39f6f/ckjW5Kxj3nENZoWUQHIh.png	image	{}
thiWNY5WLE2l8rLUXyuI	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/0070f0d8-1e4a-4c52-af6c-e8959b64f682/thiWNY5WLE2l8rLUXyuI.png	image	{}
29VhqEydnP3sEyTQSPch	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/007115b4-8b10-42f3-b35c-e9b8fe4f8379/29VhqEydnP3sEyTQSPch.png	image	{}
9T1eXIxc1qvhpxxU8WqY	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/008305ad-b467-4392-a280-dbf06d19a544/9T1eXIxc1qvhpxxU8WqY.png	image	{}
koKoCmUKLTdFxgAfsb4X	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	social media	lica-data/images/0083ecf2-2300-4194-bba4-a740bfbfca96/koKoCmUKLTdFxgAfsb4X.png	image	{}
gT6aha6BT385mIz8ddgx	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	art & design	lica-data/images/00863b23-aa9e-4572-b124-01749574e893/gT6aha6BT385mIz8ddgx.png	image	{}
oCQwgOfy41qegPMoD499	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/0087f141-66df-42ee-b7cd-494cc457ff9a/oCQwgOfy41qegPMoD499.png	image	{}
D1BsVGls8okFiBUYjYK9	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	business documents	lica-data/images/008d43e1-6821-43fa-b09a-9b99bb7eedad/D1BsVGls8okFiBUYjYK9.png	image	{}
EBcVszckdbw4Sm1gI3rF	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00999400-9e0a-4b4a-a150-60f8ba994da9/EBcVszckdbw4Sm1gI3rF.png	image	{}
BqyK8Xz9Nm0n1WWqbu3X	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/009a8954-68b9-4fdf-b479-d7c44df59a25/BqyK8Xz9Nm0n1WWqbu3X.png	image	{}
jDn4yjXeGY9kkDUXl1Kj	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/009b0400-9550-4665-a140-778f584cbe06/jDn4yjXeGY9kkDUXl1Kj.png	image	{}
Mc45bxUR8P3fAKGt1zvw	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00a4048d-3dd6-4bf2-be33-d2fca9715887/Mc45bxUR8P3fAKGt1zvw.png	image	{}
lgTY2hXNaaGlEvMg8tZh	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00b342a0-e000-461a-9882-4b89993c0602/lgTY2hXNaaGlEvMg8tZh.png	image	{}
BZjdrpFkINDWPXWBRwiw	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00ce973f-69a0-4ebe-a517-e7353915d4b1/BZjdrpFkINDWPXWBRwiw.png	image	{}
FcnqJ0cgbR5fvJL7KtBO	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00d50024-5351-411f-85f3-64d18811775d/FcnqJ0cgbR5fvJL7KtBO.png	image	{}
ZTlzfFxIo2PswVuzfoDH	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00d5a2f8-fd18-4e70-bffd-ee8f1ea47b3f/ZTlzfFxIo2PswVuzfoDH.png	image	{}
KivFre0xAO7kkv06J4gz	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00de0f1c-3d21-4b43-8a25-85568f36cbb1/KivFre0xAO7kkv06J4gz.png	image	{}
fj6c2vtwyGs64dq51cOm	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00eacddb-61f4-4995-a3bb-3ac7c02de658/fj6c2vtwyGs64dq51cOm.png	image	{}
Qzqqb54JZtUVzLCkoauj	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	resume	lica-data/images/00ede31e-11a5-4903-9889-06f5a3280c68/Qzqqb54JZtUVzLCkoauj.png	image	{}
OdLAsb5H02pildgKp7we	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00ef2034-76d5-421a-bcf8-117da928b494/OdLAsb5H02pildgKp7we.png	image	{}
pzAiH8xZmkCg3rjpFSJ3	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00ef651f-a505-4204-9e78-96bdfe4fc9dd/pzAiH8xZmkCg3rjpFSJ3.png	image	{}
GLkvpJGsVXVWUZtFfQnz	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00efc51e-f6b6-411b-a0cd-3227703b1129/GLkvpJGsVXVWUZtFfQnz.png	image	{}
qoE5xyyT8widJcvkc11a	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00f246ea-faf6-43a7-af7a-d3eca1e7ce84/qoE5xyyT8widJcvkc11a.png	image	{}
dvR2wgpSvfdxPR4Kyiab	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/00f2c7cc-3b12-447b-9a0b-722c3dd96c98/dvR2wgpSvfdxPR4Kyiab.png	image	{}
n8aqEmS6HhjGVwWYt4mO	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	social media	lica-data/images/00f79e70-85b2-451f-b71b-df30a1e593b1/n8aqEmS6HhjGVwWYt4mO.png	image	{}
qgwGx1HCTDqWSoR1Iksr	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/01051363-955b-464e-a725-c433e4e7ee97/qgwGx1HCTDqWSoR1Iksr.png	image	{}
GjodnKrDWKT2xxPlUzuZ	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/010cc749-ae55-4eee-b748-cd1036ccb2f0/GjodnKrDWKT2xxPlUzuZ.png	image	{}
PZ3voxrKWPWy2Fwmq3Df	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/010cc749-ae55-4eee-b748-cd1036ccb2f0/PZ3voxrKWPWy2Fwmq3Df.png	image	{}
ZQYEkZWpBZqUKSLCT4Jr	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/010cc749-ae55-4eee-b748-cd1036ccb2f0/ZQYEkZWpBZqUKSLCT4Jr.png	image	{}
dokPWCedvzlDQ9WvAoKx	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/010cc749-ae55-4eee-b748-cd1036ccb2f0/dokPWCedvzlDQ9WvAoKx.png	image	{}
rSsrzxTeqmcs2uLWhSu2	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/010cc749-ae55-4eee-b748-cd1036ccb2f0/rSsrzxTeqmcs2uLWhSu2.png	image	{}
xXEtf0KUYZj9QqpmozJw	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/010cc749-ae55-4eee-b748-cd1036ccb2f0/xXEtf0KUYZj9QqpmozJw.png	image	{}
0vxUdcOKbvrSVNSxRY4w	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/0vxUdcOKbvrSVNSxRY4w.png	image	{}
4vMwwtGyQlFjJWdyvced	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/4vMwwtGyQlFjJWdyvced.png	image	{}
7BrEMwEMHm0H5wIA5UqG	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/7BrEMwEMHm0H5wIA5UqG.png	image	{}
GXa5E13IcXW2WD4U5AHE	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/GXa5E13IcXW2WD4U5AHE.png	image	{}
KSfHpZFpznhyh3Mi1bZH	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/KSfHpZFpznhyh3Mi1bZH.png	image	{}
MgyO0F49XU92r6lKekXw	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/MgyO0F49XU92r6lKekXw.png	image	{}
QNYMv10RzJbxozm89MIK	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/QNYMv10RzJbxozm89MIK.png	image	{}
T4Ms8GMAKvVTUh8WRhBY	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/T4Ms8GMAKvVTUh8WRhBY.png	image	{}
YbxT9GZpkosmcv0csAZn	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/YbxT9GZpkosmcv0csAZn.png	image	{}
Yp6QowlIV6xC5l0TSZ7K	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/Yp6QowlIV6xC5l0TSZ7K.png	image	{}
Zqk6ViBbveFE5y9MJWmb	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/Zqk6ViBbveFE5y9MJWmb.png	image	{}
m3sjENPVnjodZTJaHA8T	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/m3sjENPVnjodZTJaHA8T.png	image	{}
p5nnY1IpbiCtR5lxrv67	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/p5nnY1IpbiCtR5lxrv67.png	image	{}
rTe1OWpXcbVVwlOhLVOm	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/rTe1OWpXcbVVwlOhLVOm.png	image	{}
x1seNfdaekIuJR1GO0y4	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	presentations	lica-data/images/010f7dcf-7362-484d-ab21-e22230a75cd7/x1seNfdaekIuJR1GO0y4.png	image	{}
jaeFslPruoVqHalcxu8X	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	social media	lica-data/images/011268b4-39a8-4029-81ff-00794d2ba739/jaeFslPruoVqHalcxu8X.png	image	{}
1jZ3Pcsb1XRFqEiWlEuN	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/01200048-4787-44c2-97dd-5e6340f5daa3/1jZ3Pcsb1XRFqEiWlEuN.png	image	{}
21CevtuAqU3CVGHyEEKO	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	business cards	lica-data/images/012292d4-a20f-4373-a88a-63d7367f64d2/21CevtuAqU3CVGHyEEKO.png	image	{}
nUIHmFsKEKvwOvpGrsUd	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	business cards	lica-data/images/012292d4-a20f-4373-a88a-63d7367f64d2/nUIHmFsKEKvwOvpGrsUd.png	image	{}
09IRN91ZN5uLTtvgf8FC	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	business cards	lica-data/images/01251987-77a0-4c2a-8505-0641fa9defc7/09IRN91ZN5uLTtvgf8FC.png	image	{}
OPXZk8R1EN8vKwEmeUOr	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	business cards	lica-data/images/01251987-77a0-4c2a-8505-0641fa9defc7/OPXZk8R1EN8vKwEmeUOr.png	image	{}
Sb9lSdufBWDdcU5PfgX3	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/012951d5-152b-4a8e-9970-feb36296fb76/Sb9lSdufBWDdcU5PfgX3.png	image	{}
CMc6VJTN7ESq5nmGsd5k	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/012c3d27-a189-4c6e-a294-0f0c9e35fedf/CMc6VJTN7ESq5nmGsd5k.png	image	{}
8eSvVclVEGKalR1G3rYe	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/013091db-c006-4916-867d-36f0a010af5d/8eSvVclVEGKalR1G3rYe.png	image	{}
cuBisUHWHp1rAkj0cz2F	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	business cards	lica-data/images/01386538-e3cc-4870-860b-e0b5288be1fd/cuBisUHWHp1rAkj0cz2F.png	image	{}
gWcM0QcKRcj5M5W9m0gQ	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	business cards	lica-data/images/01386538-e3cc-4870-860b-e0b5288be1fd/gWcM0QcKRcj5M5W9m0gQ.png	image	{}
0OK3QZNBFTAWF6FfYml7	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	social media	lica-data/images/014192d9-4e3b-4746-83ff-630855d5f1a4/0OK3QZNBFTAWF6FfYml7.png	image	{}
LhCFXCCDo7NEnRBtOQqx	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/014aeafb-3a3f-4910-8216-e50204cde65f/LhCFXCCDo7NEnRBtOQqx.png	image	{}
787v2FDp2ykfmawmZKks	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/016771ad-75f0-499b-85a5-7a7920d39e93/787v2FDp2ykfmawmZKks.png	image	{}
Fs7RsZLSsSlHguMOvED8	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/016f930e-82d8-4c8e-952f-bb73f1e43e9b/Fs7RsZLSsSlHguMOvED8.png	image	{}
MTU0TVWDgb9kp0vYP9F3	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	business cards	lica-data/images/01765d52-4194-4c7d-81a7-1a12cfe11fcd/MTU0TVWDgb9kp0vYP9F3.png	image	{}
fAGP3LyOwE9vWw3G3Ps5	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	business cards	lica-data/images/01765d52-4194-4c7d-81a7-1a12cfe11fcd/fAGP3LyOwE9vWw3G3Ps5.png	image	{}
FZTn0TFkWMOBDsd7Zgtb	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	flyers	lica-data/images/017b60aa-0551-4919-a146-68186558fa50/FZTn0TFkWMOBDsd7Zgtb.png	image	{}
R1xe9GIPZxCesPn4rHFr	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/01894b44-2f0d-4ece-bc6b-8f97bc03e392/R1xe9GIPZxCesPn4rHFr.png	image	{}
atCVvAJFXU45HYy2fdbb	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/018ee5cc-0336-422c-93be-dcefb2330489/atCVvAJFXU45HYy2fdbb.png	image	{}
1iRefkhf8qADPCz2HQ8y	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/019084c0-184f-4489-b4c2-0f2783f2f1e8/1iRefkhf8qADPCz2HQ8y.png	image	{}
BLzKrj54pQSWboxXyS6D	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/019084c0-184f-4489-b4c2-0f2783f2f1e8/BLzKrj54pQSWboxXyS6D.png	image	{}
YvhBdkTnuWpYJxeJhbIa	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/019084c0-184f-4489-b4c2-0f2783f2f1e8/YvhBdkTnuWpYJxeJhbIa.png	image	{}
7MlHvqBWZ1uh308MC80k	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/01d9931d-3e85-47c9-983a-3d1e1d76e450/7MlHvqBWZ1uh308MC80k.png	image	{}
fO8lzVCo0CdXEDwmi7mn	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/01ead2fe-9aae-4033-9e83-32ef38b8bb3e/fO8lzVCo0CdXEDwmi7mn.png	image	{}
USmYBQi7OhBFTslDcJi3	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	social media	lica-data/images/01fbbe71-f448-4c03-be52-92da0eb4f181/USmYBQi7OhBFTslDcJi3.png	image	{}
dZCOwjgI5IiqyUtGF8yj	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/0207a246-6c20-480a-8ec7-532ddc499353/dZCOwjgI5IiqyUtGF8yj.png	image	{}
9swH6heqHpEYDs81hOYG	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/02085067-22b5-4a8a-8527-617db4b72cc5/9swH6heqHpEYDs81hOYG.png	image	{}
74qxzPTDSAl0eBzL0Fbu	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	brochure	lica-data/images/02185d3f-1ba1-4211-ab52-382f10c4aeb8/74qxzPTDSAl0eBzL0Fbu.png	image	{}
kgz0re33sELyKw45fscg	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	brochure	lica-data/images/02185d3f-1ba1-4211-ab52-382f10c4aeb8/kgz0re33sELyKw45fscg.png	image	{}
cqYMKaBmzTFCJyReVW6y	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/021c9eb0-3996-439b-8c61-0acbc8f19c0f/cqYMKaBmzTFCJyReVW6y.png	image	{}
jmihrZpBghfjIaoDJ5P9	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/022941a9-fd20-4ef6-9d88-0f0134f9aa2e/jmihrZpBghfjIaoDJ5P9.png	image	{}
gNpBOfpXnAzQ6Xukp7ag	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/022fc2e1-4d2d-46f0-b29e-e552a7ad2893/gNpBOfpXnAzQ6Xukp7ag.png	image	{}
8sSkiqNZK4hkVMEadrCp	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/0248b5c6-75b1-4a83-87ae-260aa95bcc8b/8sSkiqNZK4hkVMEadrCp.png	image	{}
yn8USjyV1ajYxRzqEdMN	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/024c088d-dcd8-4fa3-8510-1d3b6ab26836/yn8USjyV1ajYxRzqEdMN.png	image	{}
m92ZQW6918FGlmvuSWi6	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/02708f77-43fd-47e0-9538-f417d3250f4d/m92ZQW6918FGlmvuSWi6.png	image	{}
LbGURmfFN1YQShjq8yf6	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/0272f007-db5b-4b6e-a174-566c6f872825/LbGURmfFN1YQShjq8yf6.png	image	{}
8G2GYUUTurNoJeV2YfL3	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/02856e88-bece-4bfb-9f9b-84fee0ed2324/8G2GYUUTurNoJeV2YfL3.png	image	{}
i7FLCuX6meMWrIaw6I6W	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/0296caec-813c-49fb-95bd-bc648ae91888/i7FLCuX6meMWrIaw6I6W.png	image	{}
fnib02hqlKteBtzg5NZy	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/02972b0d-31dd-43a7-b244-928d553c4012/fnib02hqlKteBtzg5NZy.png	image	{}
F8aeISKAr8l2e9FM1RSL	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/029c908b-6e2c-43c5-9567-eccd8bc8b394/F8aeISKAr8l2e9FM1RSL.png	image	{}
PHXL9gFlbz64mQO2QvNh	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	flyers	lica-data/images/02a0926c-e6af-415e-8df6-81e405f3bb28/PHXL9gFlbz64mQO2QvNh.png	image	{}
Yiztrduthw7F9B5FknDz	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	instagram posts	lica-data/images/02bac1eb-ffd8-489c-b5b1-57a2f6dcb2b4/Yiztrduthw7F9B5FknDz.png	image	{}
MyzlTWGz9AhS3SryHAy5	category-1	category	understanding	Fine-Grained Category Classification	You are a design template classifier. Look at this rendered design template image and classify it into a single broad category describing its type or purpose (e.g. the overall template format, not the specific topic or theme). Give your top 5 guesses, one per line, most likely first. Respond with ONLY the broad categor...	cards & invitations	lica-data/images/02bc84e5-947b-4211-9c42-04b54ba24bfd/MyzlTWGz9AhS3SryHAy5.png	image	{}

End of preview. Expand in Data Studio

GDB: GraphicDesignBench

39 benchmarks for evaluating vision-language models on graphic design tasks — layout, typography, SVG, template matching, animation. Built on 1,148 real design layouts from the Lica dataset.

Paper: arXiv:2604.04192 | Code: github.com/lica-world/GDB | Blog: lica.world

Usage

from datasets import load_dataset

ds = load_dataset("lica-world/GDB", "svg-1")

Schema

Field	Type	Description
`sample_id`	string	Sample identifier
`benchmark_id`	string	e.g. `svg-1`, `typography-3`
`domain`	string	layout, typography, svg, template, temporal, category, lottie
`task_type`	string	`understanding` or `generation`
`prompt`	string	Evaluation prompt
`ground_truth`	string	Expected answer (JSON for complex types)
`image`	Image	Input image (when applicable)
`metadata`	string	Task-specific fields as JSON

Evaluation

pip install git+https://github.com/lica-world/GDB.git

from gdb.registry import BenchmarkRegistry

registry = BenchmarkRegistry()
registry.discover()
bench = registry.get("svg-1")
scores = bench.evaluate(predictions, ground_truth)

Citation

@article{gdb2026,
  title={GDB: A Real-World Benchmark for Graphic Design},
  author={Deganutti, Adrienne and Hirsch, Elad and Zhu, Haonan and Seol, Jaejung and Mehta, Purvanshi},
  journal={arXiv preprint arXiv:2604.04192},
  year={2026}
}

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Paper for lica-world/GDB

Graphic-Design-Bench: A Comprehensive Benchmark for Evaluating AI on Graphic Design Tasks

Paper • 2604.04192 • Published 7 days ago