Semantic Segmentation on Nighttime Driving 1.0 (test)
41.6Mean IoUGradual Model Adaptation (phi^3)
Evaluation results
| Method | Links | |
|---|---|---|
| Gradual Model Adaptation (phi^3)Model=RefineNet, Fine-tuning on twilight data=phi^3 (civil -> nautical -> astronomical)2018.10 | 41.6 | |
| Gradual Model Adaptation (phi^2)Model=RefineNet, Fine-tuning on twilight data=phi^2 (civil -> nautical)2018.10 | 39.9 | |
| Alternative Adaptation ApproachModel=RefineNet, Fine-tuning on twilight data=all twilight (1-step adaptation)2018.10 | 39.1 | |
| Gradual Model Adaptation (phi^1)Model=RefineNet, Fine-tuning on twilight data=phi^1 (-> civil)2018.10 | 38.6 | |
| RefineNetModel=RefineNet [21], Fine-tuning on twilight data=None2018.10 | 35.2 |