Entity
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Accuracy Estimation | Entity-30 Subpopulation Shift | R20.991 | 36 | |
| Accuracy Estimation | Entity-13 Subpopulation Shift | R20.993 | 36 | |
| Accuracy Estimation | Entity-30 | MAE0.83 | 27 | |
| Accuracy Estimation | Entity-13 | MAE0.674 | 27 | |
| Image Classification | Entity-30 OOD | Accuracy72.9 | 20 | |
| Image Classification | Entity-30 ID | Accuracy97.4 | 20 | |
| Accuracy Estimation | Entity-30 | R20.968 | 14 | |
| Accuracy Estimation | Entity-13 | R20.958 | 14 | |
| Target Classification | Entity30 | Accuracy (All)58 | 5 | |
| Attack evaluation | Entity | AC99.1 | 4 | |
| Image Classification | Entity-30 | Accuracy81.74 | 4 | |
| Novel Class Prevalence Estimation | Entity30 | MPE (Novel)0.054 | 4 | |
| Concept Erasure Attack | Entity | LPIPS0.47 | 3 |
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