Out-of-Distribution Detection on EPIC-Kitchens Kinetics-600 (Far-OOD)
98AUCA2Dh
Evaluation Results
| Method | Links | |
|---|---|---|
| A2DhModality=Triple (Video, Optical Flow, Audio)2026.06 | 98 | |
| Modality-Aware OOD detectorModality=Triple (Video, Optical Flow, Audio)2026.06 | 98 | |
| Modality-Aware OOD detectorVideo=true, Optical Flow=true, Audio=true2026.06 | 98 | |
| Modality-Aware OOD detectorVideo=true, Optical Flow=true, Audio=false2026.06 | 97.2 | |
| Modality-Aware OOD detectorVideo=true, Optical Flow=false, Audio=false2026.06 | 97 | |
| Modality-Aware OOD detectorVideo=false, Optical Flow=true, Audio=false2026.06 | 93.4 | |
| A2DfModality=Triple (Video, Optical Flow, Audio)2026.06 | 87.5 | |
| Modality-Aware OOD detectorVideo=false, Optical Flow=false, Audio=true2026.06 | 86.7 | |
| A2DpModality=Triple (Video, Optical Flow, Audio)2026.06 | 78.8 |