Semantic Segmentation on Cityscapes 1.0 (val 1/2 split)
85.3mIoUHVLFormer
Evaluation results
| Method | Links | |
|---|---|---|
| HVLFormerBB=SigLIP22025.06 | 85.3 | |
| HVLFormerBB=ViT-B2025.06 | 85.1 | |
| UniMV2BB=D.v2-B2025.06 | 85.1 | |
| HVLFormerBB=E.02-S2025.06 | 84.3 | |
| TQDMBB=SigLIP22025.06 | 83.9 | |
| POSBB=D.v2-S2025.06 | 83.2 | |
| TQDMBB=ViT-B2025.06 | 81.8 | |
| Pseudo-SDBB=ViT-B2025.06 | 81.5 | |
| SemiVLBB=ViT-B2025.06 | 80.6 | |
| CorrMatchBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 80.4 | |
| UniM V1†BB=ViT-B2025.06 | 79.6 | |
| UniMatchBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 79.5 | |
| U2PLBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 79.1 | |
| PS-MTBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 79.1 | |
| PCRBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 79.1 | |
| AELBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 79 | |
| CCTBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 78.1 | |
| SupervisedBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 77.8 | |
| CPSBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 76.8 |