Semantic Segmentation on Cityscapes fine annotations 1/2 (1488 labels)
84.8mIoUUniMatchV2-B + PrevMatch
Evaluation Results
| Method | Links | |
|---|---|---|
| UniMatchV2-B + PrevMatchBackbone=DINOv2-B, Resolution=756x7562024.05 | 84.8 | |
| UniMatchV2-BBackbone=DINOv2-B, Resolution=756x7562024.05 | 83.9 | |
| UniMatchV2-S + PrevMatchBackbone=DINOv2-S2024.05 | 83.2 | |
| UniMatchV2-SBackbone=DINOv2-S2024.05 | 82.6 | |
| AllSparkBackbone=Transformer-based2024.05 | 81.4 | |
| LogicDiagBackbone=ResNet-1012023.11 | 81 | |
| AugSeg + PrevMatchBackbone=ResNet-1012024.05 | 80.8 | |
| SemiVLBackbone=ViT-B/162023.11 | 80.6 | |
| SemiVLBackbone=Transformer-based2024.05 | 80.6 | |
| ESLBackbone=ResNet-1012023.11 | 80.5 | |
| Dual TeacherBackbone=ResNet-1012024.05 | 80.5 | |
| CorrMatchBackbone=ResNet-1012024.05 | 80.4 | |
| AugSegBackbone=ResNet-1012024.05 | 80.4 | |
| AELBackbone=ResNet-1012023.11 | 80.3 | |
| UniMatch + PrevMatchBackbone=ResNet-1012024.05 | 80.1 | |
| UniMatchBackbone=ViT-B/16, Note=re-produced2023.11 | 79.6 | |
| UniMatchBackbone=ResNet-1012023.11 | 79.5 | |
| UniMatchBackbone=ResNet-1012024.05 | 79.5 | |
| U2PLBackbone=ResNet-1012023.11 | 79.1 | |
| PCRBackbone=ResNet-1012023.11 | 79.1 | |
| PS-MTBackbone=ResNet-1012024.05 | 79.1 | |
| CPSBackbone=ResNet-1012023.11 | 76.8 |