| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Action Localization | PKUMMD (test) | mAP@0.586 | 13 | |
| Action Prediction | PKUMMD (test) | Accuracy (10% Obs)34.8 | 11 | |
| Action Recognition | PKUMMD xsub II | Accuracy55.9 | 7 | |
| Action Segmentation | PKUMMD II (xview) | Accuracy59.09 | 6 | |
| Frame-level Action Classification | PKUMMD | Accuracy85 | 5 | |
| Start point regression | PKUMMD (test) | SL-Score0.75 | 3 | |
| Action Recognition | PKUMMD I (xsub) | Accuracy90 | 2 | |
| Action Recognition | PKUMMD II xview | Accuracy44.5 | 2 | |
| Action Recognition | PKUMMD I xview | Accuracy91.6 | 2 |