| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Temporal Action Detection | THUMOS-14 (test) | mAP@tIoU=0.580.9 | 330 | |
| Temporal Action Localization | THUMOS14 (test) | AP @ IoU=0.578.2 | 319 | |
| Temporal Action Localization | THUMOS 14 (test) | mAP@0.383.6 | 308 | |
| Temporal Action Localization | THUMOS 2014 | mAP@0.3082.8 | 93 | |
| Online Action Detection | THUMOS14 (test) | mAP73.2 | 86 | |
| Temporal Action Proposal Generation | THUMOS14 (test) | AR@5045.74 | 84 | |
| Action Detection | THUMOS 2014 (test) | mAP (alpha=0.5)51.6 | 79 | |
| Temporal Action Detection | THUMOS '14 | mAP@0.383.6 | 71 | |
| Temporal Action Localization | THUMOS '14 | mAP@0.382.1 | 44 | |
| Temporal Action Proposal Generation | THUMOS 14 | AR@5045.74 | 41 | |
| Online Action Detection | THUMOS '14 | Mean F-AP71.6 | 37 | |
| Temporal Action Localization | THUMOS'14 (test) | mAP@0.383.1 | 36 | |
| Temporal Action Localization | THUMOS 2014 (test) | mAP (theta=0.5)56.16 | 35 | |
| Action localization | THUMOS14 | mAP@0.551.9 | 34 | |
| Temporal Action Proposal Generation | THUMOS14 1.3 (test) | AR@5042.44 | 30 | |
| Temporal Action Localization | THUMOS14 v1.0 (test) | mAP @ IoU 0.374.3 | 29 | |
| Action Recognition | THUMOS 14 (test) | mAP84.7 | 26 | |
| Temporal Action Detection | THUMOS14 (test) | mAP69.6 | 25 | |
| Temporal Action Localization | THUMOS14 v1.0 (50%-50%) | mAP (Avg)48.8 | 17 | |
| Action Anticipation | THUMOS 2014 | mAP (Avg)61.9 | 14 | |
| Action anticipation | THUMOS 14 (test) | mAP54.2 | 14 | |
| Action Detection | THUMOS-14 (val) | mAP@0.460.4 | 13 | |
| Action Classification | Thumos14 | mAP85.6 | 12 | |
| Action Anticipation | THUMOS 2014 (test) | mAP58.2 | 11 | |
| Temporal Action Detection | THUMOS14-C v1.0 (test) | Clean mAP75.6 | 9 |