Datasets:
[+] Dataset card
Browse files
README.md
CHANGED
|
@@ -1,3 +1,99 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
# ORC-bench
|
| 2 |
|
| 3 |
| Task 1: Topological Path Finding | Task 2: Topological Connectivity | Task 3: Linear Power Flow |
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- en
|
| 4 |
+
license: cc-by-4.0
|
| 5 |
+
tags:
|
| 6 |
+
- power-systems
|
| 7 |
+
- electricity
|
| 8 |
+
- graph-reasoning
|
| 9 |
+
- optimization
|
| 10 |
+
- optimal-power-flow
|
| 11 |
+
- benchmark
|
| 12 |
+
- json
|
| 13 |
+
- tabular
|
| 14 |
+
- cybersecurity
|
| 15 |
+
- credit-scoring
|
| 16 |
+
- urls
|
| 17 |
+
- ieee
|
| 18 |
+
- pglib-opf
|
| 19 |
+
- pypsa
|
| 20 |
+
- networkx
|
| 21 |
+
- pytorch-geometric
|
| 22 |
+
annotations_creators:
|
| 23 |
+
- machine-generated
|
| 24 |
+
- expert-generated
|
| 25 |
+
language_creators:
|
| 26 |
+
- machine-generated
|
| 27 |
+
- expert-generated
|
| 28 |
+
language_details: en-US
|
| 29 |
+
pretty_name: ORC-bench
|
| 30 |
+
size_categories:
|
| 31 |
+
- 100K<n<1M
|
| 32 |
+
source_datasets:
|
| 33 |
+
- IEEE 14/30/118 bus cases
|
| 34 |
+
- PGLib-OPF
|
| 35 |
+
- LendingClub LCLD
|
| 36 |
+
- CTU-13 NERIS
|
| 37 |
+
- Phishing URLs
|
| 38 |
+
task_categories:
|
| 39 |
+
- question-answering
|
| 40 |
+
- multiple-choice
|
| 41 |
+
- text-generation
|
| 42 |
+
- tabular-classification
|
| 43 |
+
- tabular-regression
|
| 44 |
+
task_ids:
|
| 45 |
+
- open-domain-qa
|
| 46 |
+
- multiple-choice-qa
|
| 47 |
+
- tabular-multi-class-classification
|
| 48 |
+
- tabular-single-column-regression
|
| 49 |
+
- text2text-generation
|
| 50 |
+
configs:
|
| 51 |
+
- config_name: task1_topological_path
|
| 52 |
+
data_files:
|
| 53 |
+
- split: test
|
| 54 |
+
path: task_1/topological_path_test.json
|
| 55 |
+
- config_name: task2_topological_connectivity
|
| 56 |
+
data_files:
|
| 57 |
+
- split: test
|
| 58 |
+
path: task_2/topological_connectivity_test.json
|
| 59 |
+
- config_name: task3_linear_power_flow
|
| 60 |
+
data_files:
|
| 61 |
+
- split: test
|
| 62 |
+
path: task_3/physical_test.json
|
| 63 |
+
- config_name: task4_contingency_analysis
|
| 64 |
+
data_files:
|
| 65 |
+
- split: test
|
| 66 |
+
path: task_4/counterfactual_test.json
|
| 67 |
+
- config_name: task5_agentic_control
|
| 68 |
+
data_files:
|
| 69 |
+
- split: test
|
| 70 |
+
path: task_5/agentic_test.json
|
| 71 |
+
- config_name: task6_opf_case14_ieee
|
| 72 |
+
data_files:
|
| 73 |
+
- split: test
|
| 74 |
+
path: task_6/opf_pglib_opf_case14_ieee_test.json
|
| 75 |
+
- config_name: task6_opf_case30_ieee
|
| 76 |
+
data_files:
|
| 77 |
+
- split: test
|
| 78 |
+
path: task_6/opf_pglib_opf_case30_ieee_test.json
|
| 79 |
+
- config_name: task6_opf_case118_ieee
|
| 80 |
+
data_files:
|
| 81 |
+
- split: test
|
| 82 |
+
path: task_6/opf_pglib_opf_case118_ieee_test.json
|
| 83 |
+
- config_name: task7_lcld_credit_scoring
|
| 84 |
+
data_files:
|
| 85 |
+
- split: test
|
| 86 |
+
path: task_7/lcld_test.json
|
| 87 |
+
- config_name: task7_ctu_botnet_detection
|
| 88 |
+
data_files:
|
| 89 |
+
- split: test
|
| 90 |
+
path: task_7/ctu_test.json
|
| 91 |
+
- config_name: task7_url_phishing
|
| 92 |
+
data_files:
|
| 93 |
+
- split: test
|
| 94 |
+
path: task_7/url_test.json
|
| 95 |
+
---
|
| 96 |
+
|
| 97 |
# ORC-bench
|
| 98 |
|
| 99 |
| Task 1: Topological Path Finding | Task 2: Topological Connectivity | Task 3: Linear Power Flow |
|