Out-of-Distribution Detection on HMDB51 vs UCF101
31.58FPR95Energy + ACR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Energy + ACRScoring Function=Energy, Training Strategy=Ours (ACR)2026.03 | 31.58 | 91.05 | |
| GEN + ACRScoring Function=GEN, Training Strategy=Ours (ACR)2026.03 | 31.58 | 92.19 | |
| MaxLogit + ACRScoring Function=MaxLogit, Training Strategy=Ours (ACR)2026.03 | 31.93 | 91 | |
| MSP + ACRScoring Function=MSP, Training Strategy=Ours (ACR)2026.03 | 34.89 | 89.1 | |
| Energy + ANScoring Function=Energy, Training Strategy=AN2026.03 | 36.49 | 89.67 | |
| MaxLogit + ANScoring Function=MaxLogit, Training Strategy=AN2026.03 | 36.6 | 89.71 | |
| GEN + ANScoring Function=GEN, Training Strategy=AN2026.03 | 37.4 | 91.19 | |
| MSP + ANScoring Function=MSP, Training Strategy=AN2026.03 | 40.02 | 88.08 | |
| EnergyScoring Function=Energy, Training Strategy=Base2026.03 | 44.93 | 87.95 | |
| MaxLogitScoring Function=MaxLogit, Training Strategy=Base2026.03 | 44.93 | 88.02 | |
| GENScoring Function=GEN, Training Strategy=Base2026.03 | 46.18 | 87.91 | |
| MSPScoring Function=MSP, Training Strategy=Base2026.03 | 46.64 | 86.4 |