Out-of-Distribution Detection on MultiOOD Average
20.01FPR@95Feature Mixing
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Feature MixingOOD score=Energy, Input modalities=Video, Optical flow2025.05 | 20.01 | 94.17 | 19.61 | 94.72 | 34.32 | 90.06 | 10.15 | 96.34 | 15.96 | 95.54 | |
| NP-MixOOD score=Energy, Input modalities=Video, Optical flow2025.05 | 22.72 | 93.89 | 24.52 | 93.96 | 36.49 | 89.67 | 6.96 | 97.53 | 22.92 | 94.41 | |
| MixupOOD score=Energy, Input modalities=Video, Optical flow2025.05 | 24.67 | 93.96 | 25.31 | 94.1 | 36.37 | 90.49 | 14.37 | 96.4 | 22.57 | 94.85 | |
| NPOSOOD score=Energy, Input modalities=Video, Optical flow2025.05 | 24.91 | 93.52 | 25.31 | 93.94 | 37.17 | 89.71 | 13 | 96.5 | 24.17 | 93.94 | |
| VOSOOD score=Energy, Input modalities=Video, Optical flow2025.05 | 29.36 | 93.25 | 31.7 | 93.22 | 38.77 | 89.93 | 15.39 | 96.82 | 31.58 | 93.03 | |
| BaselineOOD score=Energy, Input modalities=Video, Optical flow2025.05 | 29.73 | 92.6 | 32.95 | 92.48 | 44.93 | 87.95 | 8.1 | 97.7 | 32.95 | 92.28 | |
| Feature MixingOOD Score Function=Energy, Input Modality=video and optical flow2025.05 | 54.75 | 79.23 | — | — | — | — | — | — | — | — | |
| NP-MixOOD Score Function=Energy, Input Modality=video and optical flow2025.05 | 55.31 | 79.09 | — | — | — | — | — | — | — | — | |
| NPOSOOD Score Function=Energy, Input Modality=video and optical flow2025.05 | 56.26 | 78.04 | — | — | — | — | — | — | — | — | |
| VOSOOD Score Function=Energy, Input Modality=video and optical flow2025.05 | 56.94 | 77.63 | — | — | — | — | — | — | — | — | |
| MixupOOD Score Function=Energy, Input Modality=video and optical flow2025.05 | 57.73 | 76.11 | — | — | — | — | — | — | — | — | |
| BaselineOOD Score Function=Energy, Input Modality=video and optical flow2025.05 | 61.98 | 75.07 | — | — | — | — | — | — | — | — |