| Paper | Code | Average-mAP | ModelName | ReleaseDate |
|---|---|---|---|---|
| RMS-Net: Regression and Masking for Soccer Event Spotting | ✓ Link | 75.1 | RMS-Net (Tomei et al.) | 2021-02-15 |
| Spotting Football Events Using Two-Stream Convolutional Neural Network and Dilated Recurrent Neural Network | 63.3 | Two-stream CNN + Dilated RNN (Mahaseni et al.) | 2021-04-21 | |
| A Context-Aware Loss Function for Action Spotting in Soccer Videos | ✓ Link | 62.5 | CALF (Cioppa et al.) | 2019-12-03 |
| Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions | 60.1 | Multi-tower CNN (Vats et al.) | 2020-04-13 | |
| Improved Soccer Action Spotting using both Audio and Video Streams | 56.0 | AudioVid (Vanderplaetse et al.) | 2020-11-09 | |
| SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos | ✓ Link | 49.7 | NetVLAD (Giancola et al.) | 2018-04-12 |
| Real-Time Detection of Events in Soccer Videosusing 3D Convolutional Neural Networks | 32.0 | 3D CNN (Rongved et al.) | 2020-12-02 |