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Benchmarks
Camouflaged Object Segmentation on COD10K v1 (test)
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78.2
gIoU (Implicit)
CoT-Seg with self-correction
62.808
66.804
70.8
74.796
Jan 24, 2026
gIoU (Implicit)
cIoU (Implicit)
gIoU (Explicit)
cIoU (Explicit)
Updated 4d ago
Evaluation Results
Method
Method
Links
gIoU (Implicit)
cIoU (Implicit)
gIoU (Explicit)
cIoU (Explicit)
CoT-Seg with self-correction
Training free=true
2026.01
78.2
78.6
77.6
74.9
CoT-Seg
Training free=true
2026.01
77.7
77.9
77.5
74.9
Vision-Reasoner-7B
Training free=false
2026.01
76.9
76.3
77.4
75
LISA-13B-Llama2
Training free=false
2026.01
63.4
55.8
66.5
58
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