Semantic Segmentation on Cityscapes, BDD100K, Mapillary Vistas, ACDC (val)
85mIoU (Cityscapes)VLTSeg
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VLTSegSource Dataset=Cityscapes2023.12 | 85 | 66 | 77.2 | 73.3 | 84.9 | |
| SAM+M2FSource Dataset=Cityscapes2023.12 | 82.8 | 57.1 | 71 | 60.5 | 75.9 | |
| VLTSegSource Dataset=Mapillary Vistas2023.12 | 81.6 | 69.2 | 83.8 | 74.2 | 89.5 | |
| SegFormerSource Dataset=Cityscapes2023.12 | 80.8 | 58 | 69.1 | 58.6 | 76.6 | |
| VLTSegSource Dataset=BDD100K2023.12 | 78.9 | 72.5 | 75.9 | 71.3 | 104 | |
| VLTSegSource Dataset=ACDC2023.12 | 78.8 | 65 | 74.1 | 80 | 90.8 | |
| SAM+M2FSource Dataset=Mapillary Vistas2023.12 | 76.4 | 62.8 | 78.9 | 63.4 | 85.6 | |
| SegFormerSource Dataset=Mapillary Vistas2023.12 | 76.1 | 63 | 78.8 | 65.7 | 86.5 | |
| SAM+M2FSource Dataset=ACDC2023.12 | 68.9 | 57 | 68.1 | 77.4 | 83.5 | |
| SAM+M2FSource Dataset=BDD100K2023.12 | 68.8 | 69.3 | 69.1 | 57.9 | 94.2 | |
| SegFormerSource Dataset=ACDC2023.12 | 66.3 | 54.1 | 64.9 | 75 | 82.4 | |
| SegFormerSource Dataset=BDD100K2023.12 | 62.4 | 64.4 | 63 | 54.2 | 93 |