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Benchmarks
Few-Shot Semantic Segmentation on COCO-20i binary
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66.8
mIoU
GF-SAM
21.768
33.459
45.15
56.841
Feb 7, 2026
mIoU
Updated 3mo ago
Evaluation Results
Method
Method
Links
mIoU
GF-SAM
shot=5-shot
2026.02
66.8
Matcher
shot=5-shot
2026.02
60.7
GF-SAM
shot=1-shot
2026.02
58.7
FSSDINO
shot=5-shot, backbone=...
2026.02
58.54
DCAMA
shot=5-shot
2026.02
58.3
VRP-SAM
shot=1-shot
2026.02
53.9
FPTrans
shot=5-shot
2026.02
53.8
Matcher
shot=1-shot
2026.02
52.7
DCAMA
shot=1-shot
2026.02
50.9
FSSDINO
shot=1-shot, backbone=...
2026.02
46.99
LA
shot=5-shot
2026.02
45.1
LA
shot=1-shot
2026.02
43.1
FPTrans
shot=1-shot
2026.02
42
PerSAM-F
shot=1-shot
2026.02
23.5
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