Metric: Average-mAP (higher is better)
| # | Model↕ | Average-mAP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RMS-Net (Tomei et al.) | 75.1 | No | RMS-Net: Regression and Masking for Soccer Event... | 2021-02-15 | Code |
| 2 | Two-stream CNN + Dilated RNN (Mahaseni et al.) | 63.3 | No | - | - | - |
| 3 | CALF (Cioppa et al.) | 62.5 | No | A Context-Aware Loss Function for Action Spottin... | 2019-12-03 | Code |
| 4 | Multi-tower CNN (Vats et al.) | 60.1 | No | Event detection in coarsely annotated sports vid... | 2020-04-13 | - |
| 5 | AudioVid (Vanderplaetse et al.) | 56 | No | Improved Soccer Action Spotting using both Audio... | 2020-11-09 | - |
| 6 | NetVLAD (Giancola et al.) | 49.7 | No | SoccerNet: A Scalable Dataset for Action Spottin... | 2018-04-12 | Code |
| 7 | 3D CNN (Rongved et al.) | 32 | No | - | - | - |