Temporal Action Detection on FineGym (new data split)
20.23mAP@0.1SSN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SSNSupervision=fully-supervised2022.07 | 20.23 | 19.29 | 17.12 | 14.38 | 11.45 | 16.61 | |
| HAANLoss Components=L_mil + L_pseudo + L_concept + L_coarse2022.07 | 10.79 | 9.62 | 7.65 | 6.16 | 4.16 | 7.67 | |
| D2-NetSupervision=weakly-supervised2022.07 | 9.46 | 8.67 | 5.21 | 4.22 | 2.65 | 6.04 | |
| WTAL-UMSupervision=weakly-supervised2022.07 | 9.45 | 8.63 | 5.1 | 4.34 | 3.05 | 6.11 | |
| HAANLoss Components=L_mil + L_pseudo + L_concept2022.07 | 9.36 | 8.28 | 6.99 | 5.25 | 3.91 | 6.95 | |
| ASLSupervision=weakly-supervised2022.07 | 9.33 | 7.92 | 5.45 | 3.67 | 2.24 | 5.74 | |
| W-TALCSupervision=weakly-supervised2022.07 | 8.85 | 7.32 | 6.24 | 4.95 | 3.15 | 6.03 | |
| HAANLoss Components=L_mil + L_pseudo2022.07 | 8.56 | 7.5 | 5.83 | 4.6 | 3.45 | 6.09 | |
| HAANLoss Components=L_mil2022.07 | 7.78 | 7.23 | 5.92 | 4.12 | 2.98 | 5.61 | |
| RefineLocSupervision=weakly-supervised2022.07 | 6.67 | 4.63 | 4.15 | 3.86 | 3.72 | 4.54 |