Out-of-Distribution Detection on HMDB51 vs OOD Average
17.96FPR@95GEN + ACR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GEN + ACRScoring Function=GEN, Training Strategy=Ours (ACR)2026.03 | 17.96 | 95.84 | |
| Energy + ACRScoring Function=Energy, Training Strategy=Ours (ACR)2026.03 | 17.99 | 94.77 | |
| MaxLogit + ACRScoring Function=MaxLogit, Training Strategy=Ours (ACR)2026.03 | 18.53 | 95.04 | |
| Energy + ANScoring Function=Energy, Training Strategy=AN2026.03 | 22.72 | 93.89 | |
| MaxLogit + ANScoring Function=MaxLogit, Training Strategy=AN2026.03 | 22.84 | 93.82 | |
| GEN + ANScoring Function=GEN, Training Strategy=AN2026.03 | 23.24 | 94.49 | |
| MSP + ACRScoring Function=MSP, Training Strategy=Ours (ACR)2026.03 | 24.15 | 93.48 | |
| MSP + ANScoring Function=MSP, Training Strategy=AN2026.03 | 27.74 | 91.72 | |
| EnergyScoring Function=Energy, Training Strategy=Base2026.03 | 29.73 | 92.6 | |
| MaxLogitScoring Function=MaxLogit, Training Strategy=Base2026.03 | 30.05 | 92.57 | |
| GENScoring Function=GEN, Training Strategy=Base2026.03 | 33.55 | 91.95 | |
| MSPScoring Function=MSP, Training Strategy=Base2026.03 | 35.75 | 90.07 |