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Benchmarks
Cross-Domain Few-Shot Segmentation on DeepGlobe (test)
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63.4
mIoU
HERA_DINOv3
34.28
41.84
49.4
56.96
Feb 7, 2026
mIoU
Updated 4d ago
Evaluation Results
Method
Method
Links
mIoU
HERA_DINOv3
shot=5-shot
2026.02
63.4
FSSDINO
shot=5-shot
2026.02
59.78
IFA
shot=5-shot
2026.02
58.8
GF-SAM
shot=5-shot
2026.02
57.7
IFA
shot=1-shot
2026.02
50.6
GF-SAM
shot=1-shot
2026.02
49.5
FSSDINO
shot=1-shot
2026.02
49.41
ABCDFSS
shot=5-shot
2026.02
49
HERA_DINOv3
shot=1-shot
2026.02
44.6
ABCDFSS
shot=1-shot
2026.02
42.6
PATNet
shot=5-shot
2026.02
41.6
PATNet
shot=1-shot
2026.02
35.4
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