Temporal Action Localization on GTEA (test)
77.9mAP@0.1TRA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TRAproposal-based boundary adjustment=true, refinement=true2026.02 | 77.9 | 67.8 | 47.2 | 22.4 | 54.1 | |
| Ours2026.02 | 76.6 | 64.3 | 45.3 | 17.7 | 50.3 | |
| Ours†boundary adjustment=true, proposal-based refinement strategy=[17]2026.02 | 76.4 | 68.8 | 48.4 | 18.3 | 53 | |
| TRA2026.02 | 76 | 66 | 46.8 | 22 | 52.8 | |
| SMBDVenue=ECCV’242026.02 | 75 | 61.3 | 41.1 | 14.2 | 47.4 | |
| SMBD2026.02 | 75 | 61.3 | 41.1 | 14.2 | 47.4 | |
| TSP-NetVenue=CVPR’242026.02 | 74.6 | 60.9 | 39.5 | 16.6 | 49 | |
| TSPNetproposal-based boundary adjustment=true2026.02 | 74.6 | 60.9 | 39.5 | 16.6 | 49 | |
| SNPRVenue=TIP’242026.02 | 74.3 | 62.8 | 35.7 | 13.7 | 46.6 | |
| SNPR2026.02 | 74.3 | 62.8 | 35.7 | 13.7 | 46.6 | |
| HR-ProVenue=AAAI’242026.02 | 72.6 | 61.1 | 37.3 | 17.5 | 47.3 | |
| HR-Proproposal-based boundary adjustment=true2026.02 | 72.6 | 61.1 | 37.3 | 17.5 | 47.3 | |
| AAPLVenue=AAAI’252026.02 | 70.3 | 54.4 | 37.7 | 23.4 | 46.3 | |
| AAPL2026.02 | 70.3 | 54.4 | 37.7 | 23.4 | 46.3 | |
| LACPVenue=ICCV’212026.02 | 63.9 | 55.7 | 33.9 | 20.8 | 43.5 | |
| LACP2026.02 | 63.9 | 55.7 | 33.9 | 20.8 | 43.5 | |
| Proposed Framework2021.08 | 63.9 | 55.7 | 33.9 | 20.8 | 43.5 | |
| Li et al.2021.08 | 60.2 | 44.7 | 28.8 | 12.2 | 36.4 | |
| DCMVenue=ICCV’212026.02 | 59.7 | 38.3 | 21.9 | 18.1 | 33.7 | |
| DCMproposal-based boundary adjustment=true2026.02 | 59.7 | 38.3 | 21.9 | 18.1 | 33.7 | |
| Ju et al.2021.08 | 59.7 | 38.3 | 21.9 | 18.1 | 33.7 | |
| SF-NetVenue=ECCV’202026.02 | 58 | 37.9 | 19.3 | 11.9 | 31 | |
| SF-Net2026.02 | 58 | 37.9 | 19.3 | 11.9 | 31 | |
| SF-Net2021.08 | 58 | 37.9 | 19.3 | 11.9 | 31 | |
| SF-NetImplementation=reproduced results2021.08 | 52.9 | 37.6 | 21.7 | 13.7 | 31.1 |