Temporal Action Localization on BEOID (test)
83.8mAP@0.1TSP-Net
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TSP-NetVenue=CVPR’242026.02 | 83.8 | 73 | 51.1 | 23.8 | 59.6 | |
| TSPNetproposal-based boundary adjustment=true2026.02 | 83.8 | 73 | 51.1 | 23.8 | 59.6 | |
| TRAproposal-based boundary adjustment=true, refinement=true2026.02 | 83.3 | 74.5 | 58.9 | 31.4 | 63.7 | |
| TRA2026.02 | 82.1 | 71 | 55.1 | 30 | 60.8 | |
| Ours†boundary adjustment=true, proposal-based refinement strategy=[17]2026.02 | 79.5 | 75.7 | 62.5 | 29.6 | 63.1 | |
| HR-ProVenue=AAAI’242026.02 | 78.5 | 72.1 | 55.3 | 26.1 | 59.4 | |
| HR-Proproposal-based boundary adjustment=true2026.02 | 78.5 | 72.1 | 55.3 | 26.1 | 59.4 | |
| SMBDVenue=ECCV’242026.02 | 78.2 | 71 | 52.5 | 25.2 | 57.4 | |
| SMBD2026.02 | 78.2 | 71 | 52.5 | 25.2 | 57.4 | |
| SNPRVenue=TIP’242026.02 | 77.2 | 64.3 | 44 | 24.5 | 53.1 | |
| SNPR2026.02 | 77.2 | 64.3 | 44 | 24.5 | 53.1 | |
| Ours2026.02 | 77.1 | 72.1 | 55.7 | 28.4 | 60.2 | |
| LACPVenue=ICCV’212026.02 | 76.9 | 61.4 | 42.7 | 25.1 | 51.8 | |
| LACP2026.02 | 76.9 | 61.4 | 42.7 | 25.1 | 51.8 | |
| Proposed Framework2021.08 | 76.9 | 61.4 | 42.7 | 25.1 | 51.8 | |
| AAPLVenue=AAAI’252026.02 | 75.5 | 67.6 | 48.5 | 26.3 | 55.2 | |
| AAPL2026.02 | 75.5 | 67.6 | 48.5 | 26.3 | 55.2 | |
| Li et al.2021.08 | 71.5 | 40.3 | 20.3 | 5.5 | 34.4 | |
| SF-NetImplementation=reproduced results2021.08 | 64.6 | 42.2 | 27.3 | 12.2 | 36.5 | |
| DCMVenue=ICCV’212026.02 | 63.2 | 46.8 | 20.9 | 5.8 | 34.9 | |
| DCMproposal-based boundary adjustment=true2026.02 | 63.2 | 46.8 | 20.9 | 5.8 | 34.9 | |
| Ju et al.2021.08 | 63.2 | 46.8 | 20.9 | 5.8 | 34.9 | |
| SF-NetVenue=ECCV’202026.02 | 62.9 | 40.6 | 16.7 | 3.5 | 30.9 | |
| SF-Net2026.02 | 62.9 | 40.6 | 16.7 | 3.5 | 30.9 | |
| SF-Net2021.08 | 62.9 | 40.6 | 16.7 | 3.5 | 30.9 | |
| BackTAL2026.02 | 60.1 | 40.9 | 21.2 | 11 | 32.5 |