OPI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Utility | OPI clean | Utility Score90.3 | 15 | |
| Function Prediction | OPI UniProtSeq | Rouge-L89.15 | 10 | |
| GO Terms Prediction | OPI UniProtSeq | Precision88.4 | 10 | |
| Keywords Prediction | OPI UniProtSeq | Precision92.77 | 10 | |
| Function Prediction | OPI IDFilterSeq | Rouge-L84.35 | 10 | |
| GO Terms Prediction | OPI IDFilterSeq | Precision84.7 | 10 | |
| Keywords Prediction | OPI IDFilterSeq | Precision0.9008 | 10 | |
| Function Prediction | OPI CASPSimilarSeq | Rouge-L85 | 10 | |
| GO Terms Prediction | OPI CASPSimilarSeq | Precision86 | 10 | |
| Keywords Prediction | OPI CASPSimilarSeq | Precision86 | 10 | |
| Knowledge Mining | OPI gName2Cancer | Precision80 | 10 | |
| Knowledge Mining | OPI gSymbol2Cancer | Precision81.27 | 10 | |
| Knowledge Mining | OPI gSymbol2Tissue | Precision41.64 | 10 | |
| Fold type prediction | OPI Family level | Accuracy87.25 | 10 | |
| Subcellular localization | OPI (Hold-out) | Accuracy91 | 9 | |
| Fold type prediction | OPI Superfamily level | Accuracy30.22 | 5 | |
| Multi-label Chest X-ray Classification | OPI 4 (test) | Cardiomegaly AUC88.86 | 5 | |
| Chest X-ray Classification | OPI 4 (test) | Atelectasis AUC88.16 | 5 |
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