| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| XD-Violence | DSRL | AP87.61 | 58 | 3mo ago | |
| XD-Violence (test) | Holmes-VAU | AP0.8768 | 49 | 20d ago | |
| Hockey Fight | Accuracy99.62 | 43 | 2mo ago | ||
| Crowd Violence | DIFEM | Accuracy96.33 | 26 | 2mo ago | |
| XD-Violence frame-level | HyperVD | AP85.67 | 20 | 3mo ago | |
| Movies Fight | Accuracy100 | 20 | 3mo ago | ||
| RWF-2000 | DIFEM | Accuracy96.5 | 17 | 2mo ago | |
| RWF | SSHA | Accuracy90.4 | 12 | 3mo ago | |
| RWF-2000 2020 | Adaptive Fusion of Multimodal Deep Networks | Accuracy90.5 | 7 | 3mo ago | |
| RLV (test) | MobileNetV2+BiLSTM | Accuracy97.7 | 3 | 1d ago | |
| RWF-2000 (test) | MobileNetV2+BiLSTM | Accuracy82.8 | 3 | 1d ago | |
| SCVD (test) | MobileNetV2+BiLSTM | Accuracy99.4 | 3 | 1d ago | |
| Merged All-source (test) | MobileNetV2+BiLSTM | Accuracy93.5 | 3 | 1d ago | |
| HF | SSL-V3 | Accuracy98.6 | 1 | 2mo ago |
