Temporal Action Localization on THUMOS14 (test) with Hardware Reporting
83.1mAP@0.3ASL
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ASLFeature=I3D2023.05 | 83.1 | 79 | 71.7 | 59.7 | 45.8 | 67.9 | — | |
| ActionformerFeature=I3D2023.05 | 82.1 | 77.8 | 71 | 59.4 | 43.9 | 66.8 | — | |
| RefactorNetConference=CVPR 222022.06 | 70.7 | 65.4 | 58.6 | 47 | 32.1 | 54.8 | — | |
| ReactFeature=I3D2023.05 | 69.2 | 65 | 57.1 | 47.8 | 35.6 | 55 | — | |
| MUSESConference=CVPR'212022.06 | 68.9 | 64 | 56.9 | 46.3 | 31 | 53.4 | — | |
| ContextLocConference=ICCV'212022.06 | 68.3 | 63.8 | 54.3 | 41.8 | 26.2 | 50.9 | — | |
| RTD-NetConference=ICCV'212022.06 | 68.3 | 62.3 | 51.9 | 38.8 | 23.7 | 49 | — | |
| ContextLocFeature=I3D2023.05 | 68.3 | 63.8 | 54.3 | 41.8 | 26.2 | 50.9 | — | |
| RTD-NetFeature=I3D2023.05 | 68.3 | 62.3 | 51.9 | 38.8 | 23.7 | 49 | — | |
| AFSDConference=CVPR'212022.06 | 67.3 | 62.4 | 55.5 | 43.7 | 31.1 | 52 | — | |
| AFSDFeature=I3D2023.05 | 67.3 | 62.4 | 55.5 | 43.7 | 31.1 | 52 | — | |
| VSGNConference=ICCV'212022.06 | 66.7 | 60.4 | 52.4 | 41 | 30.4 | 50.2 | — | |
| VSGNFeature=TSN2023.05 | 66.7 | 60.4 | 52.4 | 41 | 30.4 | 50.2 | — | |
| P-GCNConference=ICCV'192022.06 | 63.6 | 57.8 | 49.1 | — | — | — | — | |
| P-GCNFeature=I3D2023.05 | 63.6 | 57.8 | 49.1 | — | — | — | — | |
| TadTRFeature=I3D2023.05 | 62.4 | 57.4 | 49.2 | 37.8 | 26.3 | 46.6 | — | |
| TCANetConference=CVPR'212022.06 | 60.6 | 53.2 | 44.6 | 36.8 | 26.7 | 44.4 | — | |
| TCANetFeature=TSN2023.05 | 60.6 | 53.2 | 44.6 | 36.8 | 26.7 | 44.3 | — | |
| GTANConference=CVPR'192022.06 | 57.8 | 47.2 | 38.8 | — | — | — | — | |
| GTANFeature=P3D2023.05 | 57.8 | 47.2 | 38.8 | — | — | — | — | |
| BC-GNNConference=ECCV'202022.06 | 57.1 | 49.1 | 40.4 | 31.2 | 23.1 | 40.2 | — | |
| BMNConference=ICCV'192022.06 | 56 | 47.4 | 38.8 | 29.7 | 20.5 | 38.5 | — | |
| BMNFeature=TSN2023.05 | 56 | 47.4 | 38.8 | 29.7 | 20.5 | 38.5 | — | |
| G-TADConference=CVPR'202022.06 | 54.5 | 47.6 | 40.2 | 30.8 | 23.4 | 39.3 | — | |
| G-TADFeature=TSN2023.05 | 54.5 | 47.6 | 40.3 | 30.8 | 23.4 | 39.3 | — | |
| MGGConference=CVPR'192022.06 | 53.9 | 46.8 | 37.4 | 29.5 | 21.3 | 37.8 | — | |
| BU-MRConference=ECCV'202022.06 | 53.9 | 50.7 | 45.4 | 38 | 28.5 | 43.3 | — | |
| BSNConference=ECCV'182022.06 | 53.5 | 45 | 36.9 | 28.4 | 20 | 36.8 | — | |
| BSNFeature=TSN2023.05 | 53.5 | 45 | 36.9 | 28.4 | 20 | 36.8 | — | |
| TAL-NetConference=CVPR'182022.06 | 53.2 | 48.5 | 42.8 | 33.8 | 20.8 | 39.8 | — | |
| SSNFeature=TS2023.05 | 51 | 41 | 29.8 | — | — | — | — | |
| SBPTraining=SBP, Keep-ratio=0.1252022.03 | 46.4 | 38.5 | 29.95 | 20.37 | 11.82 | 29.41 | 85 | |
| G-TAD (End-to-End)Training=End-to-End2022.03 | 46.14 | 39.86 | 32.02 | 23.29 | 14.56 | 31.17 | 826 | |
| SBPTraining=SBP, Keep-ratio=0.52022.03 | 45.36 | 38.72 | 31.46 | 22.74 | 14.01 | 30.46 | 812 | |
| SBPTraining=SBP, Keep-ratio=0.252022.03 | 45.12 | 37.8 | 30.44 | 22.81 | 14.52 | 30.14 | 86 | |
| G-TAD (Feat. Extract.)Training=Feat. Extract.2022.03 | 43.15 | 35.84 | 28.36 | 19.89 | 11.96 | 27.84 | 83 |