| Benchmark | Model | Rank | Results |
|---|---|---|---|
| action-detection-on-j-hmdb | HISAN (ResNet-101 + FPN) | – | Video-mAP 0.2: 87.59Video-mAP 0.5: 86.49 |
| action-detection-on-j-hmdb | HISAN (VGG-16) | – | Frame-mAP 0.5: 76.72Video-mAP 0.2: 85.97Video-mAP 0.5: 84.02 |
| action-detection-on-ucf101-24 | HISAN (ResNet-101 + FPN) | – | Video-mAP 0.2: 82.30Video-mAP 0.5: 51.47 |
| action-detection-on-ucf101-24 | HISAN (VGG-16) | – | Frame-mAP 0.5: 73.71Video-mAP 0.2: 80.42Video-mAP 0.5: 49.50 |