| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| UCF101 24 | STAR/L | Video-mAP (IoU=0.2)88 | 20 | 4d ago | |
| J-HMDB-21 | STAR/L | Video mAP (IoU=0.2)93.1 | 15 | 4d ago | |
| AVA-Kinetics v1.0 (val) | ensemble | mAP@0.5 (AVA)40.52 | 15 | 4d ago | |
| AVA v2.1 (val) | JMRN + SlowFast-R101-NL | mAP28.4 | 13 | 4d ago | |
| AVA-Kinetics v1.0 | STAR/L | mAP44.6 | 10 | 4d ago | |
| UCF101-24 (split 1) | ACAR | mAP84.3 | 9 | 4d ago | |
| AVA v2.2 (val) | ConST-CL | mAP (Det)24.1 | 7 | 4d ago | |
| AVA-Kinetics v2.2 (val) | ConST-CL | mAP (GT)39.4 | 5 | 4d ago | |
| JHMDB (3-split average) | I3D + Faster R-CNN | Frame mAP73.3 | 5 | 4d ago | |
| AVA-Kinetics (val) | ACAR-Net | mAP40.49 | 4 | 4d ago | |
| AVA-Kinetics (test) | ACAR-Net | mAP39.62 | 3 | 4d ago | |
| AVA-Kinetics v1.0 (test) | ensemble | mAP@0.5 (AVA+Kinetics)40.67 | 1 | 4d ago |
