Semantic Segmentation on Cityscapes, BDD100K, and Mapillary Aggregate (test)
72.98mIoUSoMA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SoMABackbone=DINOv2-L, Head=M2F, configuration=entry 22024.12 | 72.98 | — | 68.08 | 77.87 | |
| SoMABackbone=DINOv2-L, Head=M2F, configuration=entry 12024.12 | 71.74 | — | 67.02 | 76.45 | |
| ReinBackbone=DINOv2-L, Head=M2F2024.12 | 70.86 | — | 66.53 | 75.18 | |
| FADABackbone=DINOv2-L, Head=M2F2024.12 | 70.49 | — | 65.12 | 75.86 | |
| tqdmBackbone=EVA02-L, Head=M2F2024.12 | 70.44 | — | 64.72 | 76.15 | |
| CMFormerBackbone=Swin-L2024.12 | 68.1 | — | 62.6 | 73.6 | |
| HGFormerBackbone=Swin-L2024.12 | 66.8 | — | 61.5 | 72.1 | |
| CMFormerBackbone=Swin-B, Trained on=G+S2023.07 | 58.22 | — | — | — | |
| SAN-SAWBackbone=RN101, Head=DL-V3+2024.12 | 58 | — | 54.73 | 61.27 | |
| FAMixBackbone=CLIP RN50, Head=DL-V3+2024.12 | 56.4 | — | 54.07 | 58.72 | |
| BlindNetBackbone=RN50, Head=DL-V3+2024.12 | 56.01 | — | 51.84 | 60.18 | |
| SHADEBackbone=RN50, Head=DL-V3+2024.12 | 55.81 | — | 50.95 | 60.67 | |
| SiamDoGeBackbone=RN50, Head=DL-V3+2024.12 | 55.27 | — | 51.53 | 59 | |
| WildNetBackbone=RN50, Head=DL-V3+2024.12 | 54.87 | — | 50.94 | 58.79 | |
| RobustNetBackbone=RN50, Head=DL-V3+2024.12 | 54.69 | — | 50.73 | 58.64 | |
| SPCBackbone=ResNet-50, Trained on=G+S2023.07 | 45.92 | — | — | — | |
| SHADEBackbone=ResNet-50, Trained on=G+S2023.07 | 45.11 | — | — | — | |
| AdvStyleBackbone=ResNet-50, Trained on=G+S2023.07 | 39.9 | — | — | — | |
| ISWBackbone=ResNet-50, Trained on=G+S2023.07 | 36.75 | — | — | — | |
| IBNBackbone=ResNet-50, Trained on=G+S2023.07 | 35.27 | — | — | — | |
| ResNet-50Backbone=ResNet-50, Trained on=G+S2023.07 | 30.83 | — | — | — |