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Reasoning Segmentation on ReasonSeg zero-shot (val)
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63.5
gIoU
WISE-7B
20.756
31.853
42.95
54.047
Apr 2, 2026
gIoU
cIoU
Updated 16d ago
Evaluation Results
Method
Method
Links
gIoU
cIoU
WISE-7B
Setting=Zero-shot, Inf...
2026.04
63.5
59.2
WISE-7B-S
Setting=Zero-shot, Inf...
2026.04
63.5
58.8
Seg-Zero-7B†
Setting=Zero-shot, Not...
2026.04
62.6
62
Seg-Zero-7B*
Setting=Zero-shot, Not...
2026.04
60.9
57.4
LISA-13B-LLaVA1.5
Setting=Zero-shot
2026.04
57.7
60.3
Qwen2.5VL-3B + SAM2
Setting=Zero-shot
2026.04
53.8
44.1
LISA-7B-LLaVA1.5
Setting=Zero-shot
2026.04
53.6
52.3
SAM4MLLM
Setting=Zero-shot
2026.04
46.7
48.1
OVSeg
Setting=Zero-shot
2026.04
28.5
18.6
Grounded-SAM
Setting=Zero-shot
2026.04
26
14.5
ReLA
Setting=Zero-shot
2026.04
22.4
19.9
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