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"selection_method": "CropVLM was run on the full testing dataset. Examples were selected from correct predictions by descending cosine margin between the correct class and the second-highest class, preferring less-common crops and keeping at most one image per class.",
"score_type": "cosine similarity after L2-normalizing image and text embeddings",
"examples": [
{
"file": "cacao.png",
"source": "/mnt/e/Desktop/Datasets/FruitDataset/Crop_Dataset_testing/cacao/cacao_01171.png",
"class": "cacao",
"top1_score": 0.336548,
"second_class": "mango",
"second_score": 0.218446,
"margin": 0.118102
},
{
"file": "olive.png",
"source": "/mnt/e/Desktop/Datasets/FruitDataset/Crop_Dataset_testing/olive/olive_01140.png",
"class": "olive",
"top1_score": 0.329435,
"second_class": "peas",
"second_score": 0.215531,
"margin": 0.113904
},
{
"file": "cauliflower.png",
"source": "/mnt/e/Desktop/Datasets/FruitDataset/Crop_Dataset_testing/cauliflower/cauliflower_01107.png",
"class": "cauliflower",
"top1_score": 0.355567,
"second_class": "cucumber",
"second_score": 0.246063,
"margin": 0.109503
},
{
"file": "sugarcane.png",
"source": "/mnt/e/Desktop/Datasets/FruitDataset/Crop_Dataset_testing/sugarcane/sugarcane_01134.png",
"class": "sugarcane",
"top1_score": 0.334631,
"second_class": "rice",
"second_score": 0.226767,
"margin": 0.107864
},
{
"file": "sunflower.png",
"source": "/mnt/e/Desktop/Datasets/FruitDataset/Crop_Dataset_testing/sunflower/sunflower_01425.png",
"class": "sunflower",
"top1_score": 0.309900,
"second_class": "pineapple",
"second_score": 0.208610,
"margin": 0.101291
}
]
}
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