Temporal Action Localization on MultiTHUMOS
51.5f-mAPMLAD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MLADPre-trained model=Two-stream I3D2021.03 | 51.5 | — | — | — | |
| TGMs + DGPre-trained model=Two-stream I3D2021.03 | 48.2 | — | — | — | |
| TGMs + SEPre-trained model=Two-stream I3D2021.03 | 46.4 | — | — | — | |
| TGMsPre-trained model=Two-stream I3D2021.03 | 44.3 | — | — | — | |
| CF BaselinePre-trained model=Two-stream I3D2021.03 | 42.6 | — | — | — | |
| TriDetBackbone=Fused, RGB=true, Flow=false2023.09 | 37.7 | 57.6 | 42.9 | 25 | |
| TriDetBackbone=VideoMAEv2, RGB=true, Flow=false2023.09 | 37.5 | 57.7 | 42.7 | 24.3 | |
| Super-eventsPre-trained model=Two-stream I3D2021.03 | 36.4 | — | — | — | |
| TriDetBackbone=I3D, RGB=true, Flow=true2023.09 | 36.2 | 55.7 | 41 | 23.5 | |
| TriDetBackbone=I3D, RGB=true, Flow=false2023.09 | 30.7 | 49.1 | 34.3 | 17.8 | |
| TemporalMaxerBackbone=I3D2023.03 | 29.9 | 47.5 | 33.4 | 17.4 | |
| TemporalMaxerVenue=Arxiv'2023, Backbone=I3D, RGB=true, Flow=false2023.09 | 29.9 | 47.5 | 33.4 | 17.4 | |
| I3D BaselinePre-trained model=Two-stream I3D2021.03 | 29.7 | — | — | — | |
| ActionFormerBackbone=I3D2023.03 | 28.6 | 46.4 | 32.4 | 15 | |
| ASLVenue=Arxiv'2023, Backbone=I3D, RGB=true, Flow=false2023.09 | 25.5 | 42.4 | 27.8 | 13.7 | |
| PointTADBackbone=I3D2023.03 | 23.5 | 39.7 | 24.9 | 12 | |
| PointTADVenue=NeurIPS'2022, Backbone=I3D, RGB=true, Flow=false2023.09 | 23.5 | 39.7 | 24.9 | 12 | |
| PDANBackbone=I3D2023.03 | 17.3 | — | — | — | |
| MS-TCTBackbone=I3D2023.03 | 16.2 | — | — | — | |
| MLADBackbone=I3D2023.03 | 14.2 | — | — | — |