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Benchmarks
Camouflaged Object Segmentation on COD10K v1 (train)
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78
gIoU (Implicit Query)
CoT-Seg with self-correction
64.48
67.99
71.5
75.01
Jan 24, 2026
gIoU (Implicit Query)
cIoU (Implicit Query)
gIoU (Explicit Query)
cIoU (Explicit Query)
Updated 4d ago
Evaluation Results
Method
Method
Links
gIoU (Implicit Query)
cIoU (Implicit Query)
gIoU (Explicit Query)
cIoU (Explicit Query)
CoT-Seg with self-correction
Training free=true
2026.01
78
78.4
77.4
76.6
CoT-Seg
Training free=true
2026.01
77.9
78.8
77.5
78
Vision-Reasoner-7B
Training free=false
2026.01
77.1
77.1
77.6
76.6
LISA-13B-Llama2
Training free=false
2026.01
65
60.3
66.5
59.7
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