CamVid
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | CamVid (test) | mIoU90.4 | 411 | |
| Semantic Segmentation | CamVid | mIoU83.7 | 70 | |
| Video Semantic Segmentation | CamVid | mIoU76.2 | 41 | |
| Scene labeling | CamVid 468/233 (test) | Global Accuracy91.6 | 22 | |
| Semantic Segmentation | CamVid 12 classes (test) | mIoU (T367)70 | 18 | |
| Semantic Segmentation | CamVid 12 classes (val) | mIoU (T367)84.4 | 18 | |
| Semantic Segmentation | CamVid VGG16-encoder (test) | Global Accuracy86.03 | 16 | |
| Semantic Segmentation | CamVid 11 classes (test) | mIoU78.6 | 13 | |
| Semantic Segmentation | CAMVID C4 Local | mIoU79 | 8 | |
| Semantic Segmentation | CAMVID C3 Local | mIoU0.85 | 8 | |
| Semantic Segmentation | CAMVID (C2 Local) | mIoU83 | 8 | |
| Semantic Segmentation | CAMVID C1 Local | mIoU74 | 8 | |
| Semantic Segmentation | CamVid (val) | mIoU81.6 | 8 | |
| Semantic Segmentation | CamVid 14 (test) | mIoU59.1 | 6 | |
| Video Semantic Segmentation | CamVid (test) | Pixel Accuracy94.6 | 6 | |
| Semantic Segmentation | CAMVID C4 OOD | mIoU72 | 5 | |
| Semantic Segmentation | CAMVID C3 OOD | mIoU71 | 5 | |
| Semantic Segmentation | CAMVID (C2 OOD) | mIoU72 | 5 | |
| Semantic Segmentation | CAMVID C1 OOD | mIoU73 | 5 | |
| Transferability Prediction | Camvid (test) | Weighted Kendall's τ0.7 | 5 | |
| Video Semantic Segmentation | CamVid (val) | mIoU76.5 | 4 |
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