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ResearchFormerly WizWand

Semantic Segmentation on Mapillary Vistas

70.1mIoUtqdm
21.11633.83346.5559.267Jul 1, 2023Dec 9, 2023May 18, 2024Oct 26, 2024Apr 5, 2025Sep 13, 2025Feb 21, 2026
Updated 8mo ago

Evaluation results

MethodLinks
tqdmType=DG, Pretrain=EVA02-L, Training Data=GTA-192026.0270.1
SoMAType=DG, Pretrain=EVA02-L, Training Data=GTA-192026.0268.3
S2-CorrType=OVDG, Pretrain=EVA02-L, Training Data=GTA-192026.0267.6
Cat-SegType=OVSS, Pretrain=EVA02-L, Training Data=GTA-192026.0266.7
MaskAdapterType=OVSS, Pretrain=EVA02-L, Training Data=GTA-192026.0265.7
MAFT+Type=OVSS, Pretrain=EVA02-L, Training Data=GTA-192026.0265
ReinType=DG, Pretrain=EVA02-L, Training Data=GTA-192026.0264.9
OraclesBackbone=SED [71]2025.0347.28
CMFormerTrained on=SYNTHIA (S)2023.0743.25
SAWTrained on=SYNTHIA (S)2023.0734.52
GTRTrained on=SYNTHIA (S)2023.0732.89
DRPCTrained on=SYNTHIA (S)2023.0732.74
IBNTrained on=SYNTHIA (S)2023.0732.16
AdvStyleTrained on=SYNTHIA (S)2023.0731.76
ISWTrained on=SYNTHIA (S)2023.0730.84
UniformBackbone=SED [71]2025.0330.37
SemLABackbone=SED [71]2025.0328.99
GiT-HModel Size=Huge, Training Protocol=universal2024.0328.9
IWTrained on=SYNTHIA (S)2023.0726.31
GiT-LModel Size=Large, Training Protocol=universal2024.0325.4
Zero-shotBackbone=SED [71]2025.0325.05
GiT-BModel Size=Base, Training Protocol=universal2024.0323