Temporal Localization on UnAV-100 (test)
50.6mAP@0.5Ours
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OursModality=A&V (audio and visual)2023.03 | 50.6 | 45.8 | 39.8 | 32.4 | 21.1 | 47.8 | |
| ActionFormerModality=A&V (audio and visual)2023.03 | 43.5 | 39.4 | 33.4 | 27.3 | 17.9 | 42.2 | |
| OursModality=A (audio-only)2023.03 | 39 | 34.5 | 29.1 | 23.3 | 12.5 | 37.1 | |
| ActionFormerModality=A (audio-only)2023.03 | 37.7 | 32.8 | 27.3 | 22.5 | 15.6 | 36 | |
| OursModality=V (visual-only)2023.03 | 37.3 | 32.6 | 28.3 | 22.9 | 14.7 | 35.9 | |
| ActionFormerModality=V (visual-only)2023.03 | 36.3 | 31.9 | 27.4 | 21.8 | 14.8 | 35.4 | |
| TadTRModality=A&V (audio and visual)2023.03 | 30.4 | 27.1 | 23.3 | 19.4 | 14.3 | 29.4 | |
| VSGNModality=A&V (audio and visual)2023.03 | 24.5 | 20.2 | 15.9 | 11.4 | 6.8 | 24.1 | |
| TadTRModality=V (visual-only)2023.03 | 23.1 | 20.5 | 17.8 | 15.3 | 12 | 23 | |
| TadTRModality=A (audio-only)2023.03 | 23 | 20.5 | 17.6 | 14.4 | 10.4 | 22.8 | |
| VSGNModality=A (audio-only)2023.03 | 18 | 14.2 | 10.8 | 8.2 | 5.3 | 17.8 | |
| VSGNModality=V (visual-only)2023.03 | 14.8 | 11.5 | 8.5 | 6 | 4.1 | 15.5 |