| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Temporal Action Localization | MultiTHUMOS | f-mAP51.5 | 20 | |
| Action Detection | MultiTHUMOS | mAPAC44.43 | 16 | |
| Activity Detection | MultiTHUMOS | mAP46.4 | 16 | |
| Action Recognition (Dense Labeling) | MultiTHUMOS (test) | mAP36.4 | 15 | |
| Temporal Action Detection | MultiTHUMOS | Detection mAP32.6 | 12 | |
| Temporal Activity Detection | MultiTHUMOS 2018 (test) | mAP47.6 | 12 | |
| Multi-label Temporal Action Segmentation | MultiTHUMOS 1.0 (test) | Seg-mAP51.5 | 11 | |
| Action Detection | MultiTHUMOS RGB (test) | mAP44.6 | 8 | |
| Temporal Action Localization | MultiThumos (test) | Average mAP25.5 | 6 | |
| Multi-label Temporal Action Detection | MultiTHUMOS 1.0 (test) | Det-mAP23.5 | 5 | |
| Multi-label classification | MultiTHUMOS (test) | HL0.017 | 4 | |
| Temporal Action Detection | MultiThumos-C (test) | mAP (tIoU=0.2)44.3 | 2 |