List your company
ResearchFormerly WizWand

Few-Shot Semantic Segmentation on CD-FSS Average 5-shot

77.9mIoUHERA (DINOv3)
29.22841.86454.567.136May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
HERA (DINOv3)Training (S/T)=∅, Backbone=ViT-base2026.0577.9
DATOPublication=CVPR 2025, Training (S/T)=✓/×2026.0573.8
HERA (DINOv2)Training (S/T)=∅, Backbone=ViT-base2026.0573.4
IFAPublication=CVPR 2024, Training (S/T)=✓/✓2026.0571.4
LoECPublication=CVPR 2025, Training (S/T)=✓/✓, Backbone=ViT-base2026.0570.4
DFNPublication=ICML 2025, Training (S/T)=✓/✓2026.0569.8
TVGTANetPublication=ACM MM2025, Training (S/T)=✓/✓2026.0569.5
SDRCPublication=ICML 2025, Training (S/T)=✓/✓, Backbone=ViT-base2026.0567.3
DR-AdapterPublication=CVPR 2024, Training (S/T)=✓/✓2026.0565.4
APMPublication=NeurIPS 2024, Training (S/T)=✓/✓2026.0565.2
APSegPublication=CVPR 2024, Training (S/T)=✓/✓, Backbone=ViT-base2026.0565.1
ABCDFSSPublication=CVPR 2024, Training (S/T)=✓/✓2026.0565
PMNetPublication=WACV 2024, Training (S/T)=✓/✓2026.0564.1
SSPPublication=ECCV 2022, Training (S/T)=✓/×, Reproduced=true2026.0563.1
PATNetPublication=ECCV 2022, Training (S/T)=✓/✓2026.0562
PANetPublication=ICCV 2019, Training (S/T)=✓/×2026.0555.1
HSNetPublication=ICCV 2021, Training (S/T)=✓/×2026.0551.4
RePRIPublication=CVPR 2021, Training (S/T)=✓/×2026.0548.3
CaNetPublication=CVPR 2019, Training (S/T)=✓/×2026.0538
PFENetPublication=TPAMI 2020, Training (S/T)=✓/×2026.0535
RPMMsPublication=ECCV 2020, Training (S/T)=✓/×2026.0532.9
PGNetPublication=ICCV 2019, Training (S/T)=✓/×2026.0531.1