Object Detection on DSEC Corrupted 1.0 (test)
69.5Average mPC50CAFR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CAFRModel type=RGB-E2024.07 | 69.5 | 73.6 | 57 | 70.6 | 76.7 | |
| DRFuserModel type=RGB-E2024.07 | 67.7 | 72.1 | 59.4 | 67.8 | 71.4 | |
| ECANetModel type=Attention2024.07 | 67.1 | 72.6 | 57.6 | 66.8 | 71.4 | |
| SPNetModel type=RGB-D2024.07 | 66.6 | 70.6 | 58.7 | 64.8 | 72.3 | |
| EFNetModel type=RGB-E2024.07 | 66.4 | 67.1 | 58.2 | 66.7 | 73.4 | |
| DCFModel type=RGB-D2024.07 | 65.7 | 70.9 | 57.9 | 62.9 | 71.1 | |
| CBAMModel type=Attention2024.07 | 65.2 | 69.9 | 57.2 | 62.4 | 70.3 | |
| FPN-FusionModel type=RGB-E2024.07 | 64.7 | 70 | 56.6 | 63.9 | 69.4 | |
| CMXModel type=RGB-E2024.07 | 64.2 | 67.7 | 56 | 62.9 | 70.2 | |
| SENetModel type=Attention2024.07 | 63.6 | 68.6 | 56.6 | 58.9 | 70.3 | |
| SAGateModel type=RGB-D2024.07 | 63.6 | 68.1 | 55.9 | 61.1 | 69.4 | |
| RENetModel type=RGB-E2024.07 | 57.2 | 58.5 | 72.3 | 29.9 | 68.1 | |
| RAMNetModel type=RGB-E2024.07 | 53.9 | 53.5 | 43.3 | 54.3 | 64.6 | |
| FAGCModel type=RGB-E2024.07 | 52.4 | 62.8 | 38.5 | 48.4 | 59.9 | |
| Frames onlyModel type=Frames only2024.07 | 38.7 | 47.6 | 25.3 | 28.5 | 53 |