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Cross-Domain Few-Shot Segmentation on ISIC (test)
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73.6
mIoU
HERA_DINOv3
42.192
50.346
58.5
66.654
Feb 7, 2026
mIoU
Updated 4d ago
Evaluation Results
Method
Method
Links
mIoU
HERA_DINOv3
shot=5-shot
2026.02
73.6
IFA
shot=5-shot
2026.02
69.8
IFA
shot=1-shot
2026.02
66.3
FSSDINO
shot=5-shot
2026.02
61.67
HERA_DINOv3
shot=1-shot
2026.02
61.2
FSSDINO
shot=1-shot
2026.02
55.96
GF-SAM
shot=5-shot
2026.02
55.2
ABCDFSS
shot=5-shot
2026.02
53.3
PATNet
shot=5-shot
2026.02
51.8
GF-SAM
shot=1-shot
2026.02
48.7
ABCDFSS
shot=1-shot
2026.02
45.7
PATNet
shot=1-shot
2026.02
43.4
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