Semantic Segmentation on Mapillary Vistas
70.1mIoUtqdm
Evaluation Results
| Method | Links | |
|---|---|---|
| tqdmType=DG, Pretrain=EVA02-L, Training Data=GTA-192026.02 | 70.1 | |
| SoMAType=DG, Pretrain=EVA02-L, Training Data=GTA-192026.02 | 68.3 | |
| S2-CorrType=OVDG, Pretrain=EVA02-L, Training Data=GTA-192026.02 | 67.6 | |
| Cat-SegType=OVSS, Pretrain=EVA02-L, Training Data=GTA-192026.02 | 66.7 | |
| MaskAdapterType=OVSS, Pretrain=EVA02-L, Training Data=GTA-192026.02 | 65.7 | |
| MAFT+Type=OVSS, Pretrain=EVA02-L, Training Data=GTA-192026.02 | 65 | |
| ReinType=DG, Pretrain=EVA02-L, Training Data=GTA-192026.02 | 64.9 | |
| OraclesBackbone=SED [71]2025.03 | 47.28 | |
| CMFormerTrained on=SYNTHIA (S)2023.07 | 43.25 | |
| SAWTrained on=SYNTHIA (S)2023.07 | 34.52 | |
| GTRTrained on=SYNTHIA (S)2023.07 | 32.89 | |
| DRPCTrained on=SYNTHIA (S)2023.07 | 32.74 | |
| IBNTrained on=SYNTHIA (S)2023.07 | 32.16 | |
| AdvStyleTrained on=SYNTHIA (S)2023.07 | 31.76 | |
| ISWTrained on=SYNTHIA (S)2023.07 | 30.84 | |
| UniformBackbone=SED [71]2025.03 | 30.37 | |
| SemLABackbone=SED [71]2025.03 | 28.99 | |
| GiT-HModel Size=Huge, Training Protocol=universal2024.03 | 28.9 | |
| IWTrained on=SYNTHIA (S)2023.07 | 26.31 | |
| GiT-LModel Size=Large, Training Protocol=universal2024.03 | 25.4 | |
| Zero-shotBackbone=SED [71]2025.03 | 25.05 | |
| GiT-BModel Size=Base, Training Protocol=universal2024.03 | 23 |