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ResearchFormerly WizWand

Few-shot segmentation on ISIC

79.8mIoUDCDNet
20.41635.83351.2566.667Nov 11, 2025Dec 19, 2025Jan 27, 2026Mar 6, 2026Apr 14, 2026May 22, 2026Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DCDNetBackbone=ResNet-50, Publication=-, Shot=5-shot2025.1179.8
DCDNetBackbone=ResNet-50, Publication=-, Shot=1-shot2025.1172
FROSTShots (k)=102026.0670.4
IFABackbone=ResNet-50, Publication=CVPR 2024, Shot=5-shot2025.1169.8
INSID3Shots (k)=102026.0667
IFABackbone=ResNet-50, Publication=CVPR 2024, Shot=1-shot2025.1166.3
FSSDINOShots (k)=102026.0665.4
GF-SAMShots (k)=102026.0660.7
APSegBackbone=Vit-base, Publication=CVPR 2024, Shot=5-shot2025.1154
PATNetBackbone=ResNet-50, Publication=CVPR 2022, Shot=5-shot2025.1153.6
ABCDFSSBackbone=ResNet-50, Publication=CVPR 2024, Shot=5-shot2025.1153.3
FROSTShots (k)=12026.0652.6
FSSDINOShots (k)=12026.0652.3
APMBackbone=ResNet-50, Publication=NeurIPS 2024, Shot=5-shot2025.1151.2
INSID3Shots (k)=12026.0650.5
DR-AdapterBackbone=ResNet-50, Publication=CVPR 2024, Shot=5-shot2025.1148.9
GF-SAMShots (k)=12026.0648.9
LoECBackbone=ResNet-50, Publication=CVPR 2025, Shot=5-shot2025.1147
SSPBackbone=ResNet-50, Publication=ECCV 2022, Shot=5-shot2025.1145.9
ABCDFSSBackbone=ResNet-50, Publication=CVPR 2024, Shot=1-shot2025.1145.7
APSegBackbone=Vit-base, Publication=CVPR 2024, Shot=1-shot2025.1145.4
APMBackbone=ResNet-50, Publication=NeurIPS 2024, Shot=1-shot2025.1141.7
PATNetBackbone=ResNet-50, Publication=CVPR 2022, Shot=1-shot2025.1141.2
DR-AdapterBackbone=ResNet-50, Publication=CVPR 2024, Shot=1-shot2025.1140.8
LoECBackbone=ResNet-50, Publication=CVPR 2025, Shot=1-shot2025.1138.2
MatcherShots (k)=102026.0636.2
SSPBackbone=ResNet-50, Publication=ECCV 2022, Shot=1-shot2025.1135.5
HSNetBackbone=ResNet-50, Publication=ICCV 2021, Shot=5-shot2025.1135.1
MatcherShots (k)=12026.0633.4
HSNetBackbone=ResNet-50, Publication=ICCV 2021, Shot=1-shot2025.1131.2
PerSAMShots (k)=102026.0626.9
PerSAMBackbone=Vit-base, Publication=ICLR 2023, Shot=5-shot2025.1125.3
PerSAMBackbone=Vit-base, Publication=ICLR 2023, Shot=1-shot2025.1123.3
PerSAMShots (k)=12026.0622.7