Inc
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | INC | Accuracy74.84 | 22 | |
| Classification | INC 10-shot | Accuracy74.84 | 13 | |
| Classification | INC OpenML-CC18 (test) | Accuracy72.85 | 13 | |
| Worst-slab coverage (WSC) | INC | WSC Coverage75 | 6 | |
| Node Regression | INC (test) | Marginal Coverage93.6 | 6 | |
| Untargeted Attack | Inc-v3_adv (with R&P) (test) | Attack Success Rate94.8 | 6 | |
| Fair-washing | INC 10% sample | Disparate Impact0.95 | 5 | |
| Fair-washing | INC (20% sample) | Disparate Impact0.84 | 4 | |
| Black-box Adversarial Attack | Inc-v3_ens4 Target | Attack Success Rate33.4 | 3 | |
| Black-box Adversarial Attack | Inc-v3 Target | Attack Success Rate75.5 | 3 |
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