Temporal Forgery Localization on LAV-DF 5 (test)
98mAP@IoU=0.1ActionFormer
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ActionFormerSupervision=Fully, Modality=V2026.03 | 98 | 97.7 | 97.3 | 96.8 | 96.3 | 95.5 | 94.6 | 96.6 | 99.2 | 99 | 98.4 | 96 | 98.1 | |
| MFMSSupervision=Fully, Modality=AV2026.03 | 98 | 97.9 | 97.8 | 97.6 | 97.3 | 96.7 | 95.8 | 97.3 | 98.9 | 98.9 | 98.6 | 95.6 | 98 | |
| UMMAFormerSupervision=Fully, Modality=AV2026.03 | 97.7 | 97.6 | 97.4 | 97.1 | 96.7 | 96 | 94.9 | 96.8 | 98.6 | 98.5 | 98.2 | 95.1 | 97.6 | |
| TriDetSupervision=Fully, Modality=V2026.03 | 95 | 94.7 | 94.4 | 93.8 | 93.2 | 92.2 | 90.7 | 93.4 | 97.1 | 96.9 | 96.3 | 93.7 | 96 | |
| GEM-TFLSupervision=Weakly, Modality=AV2026.03 | 93.7 | 89.1 | 85.6 | 79.3 | 72.5 | 66.2 | 57.1 | 77.6 | 88.2 | 87.5 | 86.1 | 84.3 | 86.5 | |
| WMMTSupervision=Weakly, Modality=AV2026.03 | 92.3 | 86.7 | 80.4 | 74.7 | 68.2 | 60.9 | 49.6 | 73.3 | 85.6 | 85.6 | 85.6 | 85.3 | 85.5 | |
| PseudoFormerSupervision=Weakly, Modality=V2026.03 | 87.1 | 77.5 | 73.2 | 64.2 | 57.7 | 50.9 | 42.4 | 64.7 | 81.5 | 80.3 | 80.1 | 78.5 | 80.1 | |
| MDPSupervision=Weakly, Modality=AV2026.03 | 76.5 | 75.9 | 71.2 | 62 | 50.8 | 44.1 | 39.7 | 60 | 69.2 | 66.7 | 60.7 | 51.7 | 62.1 | |
| LOCOSupervision=Weakly, Modality=A2026.03 | 62.4 | 55.1 | 50.8 | 45.2 | 36.8 | 31.7 | 28 | 44.3 | 52.3 | 52.3 | 52.3 | 52.2 | 52.3 | |
| FuSTALSupervision=Weakly, Modality=V2026.03 | 31.6 | 25.4 | 19.2 | 13.5 | 8.91 | 5.58 | 2.95 | 15.3 | 39.1 | 39.1 | 38.8 | 36.1 | 38.2 | |
| CoLASupervision=Weakly, Modality=V2026.03 | 31.3 | 25.9 | 19.4 | 13.4 | 8.6 | 5.2 | 2.7 | 15.2 | 41.2 | 41.2 | 40.8 | 37.8 | 40.3 |