Object Detection on STF Light Fog
91.43AP (easy)Scene-agnostic CBAM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Scene-agnostic CBAMTraining=clear scene2023.10 | 91.43 | 89.05 | 84.94 | |
| RGB onlyTraining=clear scene2023.10 | 91.19 | 88.47 | 82.02 | |
| Scene-adaptive CBAMTraining=clear-day and clear-night splits2023.10 | 91.13 | 89.13 | 84.2 | |
| Deep FusionTraining=clear scene2023.10 | 90.6 | 81.08 | 79.63 | |
| Deep Entropy FusionTraining=clear scene2023.10 | 90.54 | 87.99 | 84.9 | |
| Scene-adaptive CBAMScene Adaptation=Adaptive2023.10 | 90.53 | 89.39 | 88.89 | |
| Scene-agnostic CBAMScene Adaptation=Agnostic2023.10 | 90.3 | 89.68 | 88.95 | |
| RGB onlyModality=RGB2023.10 | 89.68 | 88.88 | 87.99 | |
| Fusion SSDTraining=clear scene2023.10 | 88.33 | 78.65 | 76.54 | |
| Gated onlyTraining=clear scene2023.10 | 87.98 | 78.92 | 73.59 | |
| Gated onlyModality=Gated2023.10 | 85.63 | 84.01 | 80.19 |