Action Detection on MultiTHUMOS
44.43mAPACMLAD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MLADtau=102021.03 | 44.43 | 42.85 | 30.67 | 32.25 | — | |
| MLADtau=52021.03 | 43.88 | 40.13 | 29.6 | 30.16 | — | |
| MLADtau=402021.03 | 43.34 | 44.01 | 30.25 | 32.53 | — | |
| TGMtau=102021.03 | 40.7 | 37.71 | 20.35 | 23.56 | — | |
| TGMtau=52021.03 | 40.5 | 34.48 | 19.22 | 21.54 | — | |
| TGMtau=402021.03 | 39.68 | 40.85 | 20.08 | 24.21 | — | |
| CFtau=102021.03 | 39.09 | 40.19 | 24.04 | 26.79 | — | |
| CFtau=52021.03 | 39.07 | 36.96 | 23.43 | 25.08 | — | |
| CFtau=402021.03 | 37.58 | 42.67 | 23.44 | 27.04 | — | |
| I3Dtau=52021.03 | 36.78 | 33.23 | 17.87 | 20.47 | — | |
| I3Dtau=102021.03 | 36.26 | 36.19 | 18.17 | 21.65 | — | |
| I3Dtau=402021.03 | 34.74 | 39.27 | 17.71 | 21.98 | — | |
| DualDETRGPU=TITAN Xp, Param=21.77M, GMACS=80.3, Latency=69ms, number of decoder queries=1502024.03 | 32.6 | — | — | — | — | |
| DualDETRGPU=TITAN Xp, Param=21.77M, GMACS=66.3, Latency=65ms, number of decoder queries=802024.03 | 32.3 | — | — | — | — | |
| TriDetGPU=A100, Param=15.25M, GMACS=43.7, Latency=167ms2024.03 | 30.7 | — | — | — | — | |
| ActionFormerGPU=A100, Param=27.90M, GMACS=45.3, Latency=224ms2024.03 | 29.6 | — | — | — | — | |
| I3D + CTRNModality=RGB2021.10 | — | — | — | — | 44 | |
| I3D + CTRNModality=RGB+OF2021.10 | — | — | — | — | 51.2 | |
| I3D + MLADModality=RGB2021.10 | — | — | — | — | 42.2 | |
| I3D + MLADModality=RGB+OF2021.10 | — | — | — | — | 49.6 | |
| I3D + SupereventModality=RGB2021.10 | — | — | — | — | 36.4 | |
| I3D + TANModality=RGB+OF2021.10 | — | — | — | — | 33.3 | |
| I3D + TGMModality=RGB2021.10 | — | — | — | — | 37.2 | |
| I3D + TGMModality=RGB+OF2021.10 | — | — | — | — | 44.3 | |
| I3D + TGM + SupereventModality=RGB+OF2021.10 | — | — | — | — | 46.4 |