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ResearchFormerly WizWand

Semantic Segmentation on Trans10k

89.91mIoUAdaptFormer
70.056475.210780.36585.5193Aug 22, 2024
Updated 6mo ago

Evaluation results

MethodLinks
AdaptFormerInput size=1024 × 10242024.0889.91
SM-AdaptFormerInput size=1024 × 10242024.0889.19
SAMUSInput size=256 × 2562024.0887.18
GSAMInput size=1024 × 1024, Random crop=256 × 2562024.0887.08
ConvLoRAInput size=1024 × 10242024.0886.47
LoRAInput size=1024 × 10242024.0885.71
SAMInput size=1024 × 10242024.0883.37
U-NetInput size=1024 × 1024, Random crop=256 × 2562024.0872.18
DeepLabv3+Input size=1024 × 1024, Random crop=256 × 2562024.0870.82