Datasets:
Download experiments/premise_retrieval_hard_negatives.json from CloK-Lab/MathlibGraph: direct link, hf CLI and curl.
- Browser
- Download file 903 Bytes
-
https://huggingface.co/datasets/CloK-Lab/MathlibGraph/resolve/main/experiments/premise_retrieval_hard_negatives.json
- Command line
-
hf download hf://datasets/CloK-Lab/MathlibGraph/experiments/premise_retrieval_hard_negatives.json
-
curl -L -o premise_retrieval_hard_negatives.json https://huggingface.co/datasets/CloK-Lab/MathlibGraph/resolve/main/experiments/premise_retrieval_hard_negatives.json
903 Bytes
| { | |
| "Random": { | |
| "AUC": 0.5015032262104209, | |
| "R@10": 0.1360585603981675, | |
| "R@50": 0.6769906958015243, | |
| "MRR": 0.5216367807667213 | |
| }, | |
| "Same module": { | |
| "AUC": 0.562350943150883, | |
| "R@10": 0.17716134828405006, | |
| "R@50": 0.6429486391917959, | |
| "MRR": 0.9893142857142857 | |
| }, | |
| "Same namespace": { | |
| "AUC": 0.5803446516951352, | |
| "R@10": 0.2057242294389468, | |
| "R@50": 0.6591106708054222, | |
| "MRR": 0.9167673885966564 | |
| }, | |
| "Same community": { | |
| "AUC": 0.3601798080569178, | |
| "R@10": 0.05207239139664216, | |
| "R@50": 0.5079945224060302, | |
| "MRR": 0.793327165399728 | |
| }, | |
| "Network features": { | |
| "AUC": 0.9838247131236855, | |
| "R@10": 0.5103782600858937, | |
| "R@50": 0.9414442050593969, | |
| "MRR": 0.9986583333333334 | |
| }, | |
| "All features": { | |
| "AUC": 0.9894400400671409, | |
| "R@10": 0.5203356738855442, | |
| "R@50": 0.9426993462065937, | |
| "MRR": 0.9986333333333334 | |
| } | |
| } |