Semantic Segmentation on Cityscapes 16 (test)
87.4mIoUAbs. SOTA
Evaluation results
| Method | Links | |
|---|---|---|
| Abs. SOTAReference=SOTA from [23]2025.03 | 87.4 | |
| Original M2F2025.03 | 79.4 | |
| DINOv2 + DA(SDP)Adapter=SDP2025.03 | 77.7 | |
| DINOv2 + DA(No Perlin)Adapter=No Perlin2025.03 | 77.5 | |
| DINOv2 + DA(Norm)Adapter=Norm2025.03 | 77.1 | |
| DINOv3 + DA(SDP)Adapter=SDP2025.03 | 76.5 | |
| DepthAnythingV2 + DinoV22025.03 | 75.9 | |
| DFormerV1-pre2025.03 | 74.6 | |
| DepthAnythingV22025.03 | 74.5 | |
| DINOv22025.03 | 74.4 | |
| DMD3C-pre2025.03 | 72.8 | |
| DINOv32025.03 | 72.6 | |
| Omnivore2025.03 | 71.8 | |
| DFormerV2-pre2025.03 | 71 | |
| FiT3D2025.03 | 68.6 | |
| Dune2025.03 | 68.2 | |
| MultiMAE + Depth2025.03 | 67.2 | |
| EVA-02 + DA(SDP)Adapter=SDP2025.03 | 66.5 | |
| MASt3R (ViT-L)2025.03 | 65.3 | |
| Omnivore + Depth2025.03 | 61 | |
| DA(No pre-training) + DA(SDP)Adapter=SDP2025.03 | 60.6 | |
| MultiMAE2025.03 | 58.6 | |
| OmniDC-pre2025.03 | 58.3 | |
| DA(No pre-training)2025.03 | 57.2 | |
| CroCo V22025.03 | 55.3 | |
| EVA-022025.03 | 48.4 |