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ResearchFormerly WizWand

Few-Shot Semantic Segmentation on ISIC 1-shot 2018

68.8mIoUDATO
15.96829.68443.457.116May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DATOPublication=CVPR 2025, Training (S/T)=✓/×2026.0568.8
IFAPublication=CVPR 2024, Training (S/T)=✓/✓2026.0566.3
HERA (DINOv3)Training (S/T)=∅, Backbone=ViT-base2026.0561.2
HERA (DINOv2)Training (S/T)=∅, Backbone=ViT-base2026.0555.6
LoECPublication=CVPR 2025, Training (S/T)=✓/✓, Backbone=ViT-base2026.0552.9
PMNetPublication=WACV 2024, Training (S/T)=✓/✓2026.0551.2
DFNPublication=ICML 2025, Training (S/T)=✓/✓2026.0550.4
TVGTANetPublication=ACM MM2025, Training (S/T)=✓/✓2026.0547.2
SDRCPublication=ICML 2025, Training (S/T)=✓/✓, Backbone=ViT-base2026.0546.6
ABCDFSSPublication=CVPR 2024, Training (S/T)=✓/✓2026.0545.7
APSegPublication=CVPR 2024, Training (S/T)=✓/✓, Backbone=ViT-base2026.0545.4
APMPublication=NeurIPS 2024, Training (S/T)=✓/✓2026.0541.7
PATNetPublication=ECCV 2022, Training (S/T)=✓/✓2026.0541.2
DR-AdapterPublication=CVPR 2024, Training (S/T)=✓/✓2026.0540.8
SSPPublication=ECCV 2022, Training (S/T)=✓/×, Reproduced=true2026.0535.5
HSNetPublication=ICCV 2021, Training (S/T)=✓/×2026.0531.2
PANetPublication=ICCV 2019, Training (S/T)=✓/×2026.0525.3
CaNetPublication=CVPR 2019, Training (S/T)=✓/×2026.0525.2
PFENetPublication=TPAMI 2020, Training (S/T)=✓/×2026.0523.5
RePRIPublication=CVPR 2021, Training (S/T)=✓/×2026.0523.3
PGNetPublication=ICCV 2019, Training (S/T)=✓/×2026.0521.9
RPMMsPublication=ECCV 2020, Training (S/T)=✓/×2026.0518