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Reasoning Segmentation on ReasonSeg zero-shot (test)
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60.3
gIoU
WISE-7B
19.74
30.27
40.8
51.33
Apr 2, 2026
gIoU
cIoU
Updated 16d ago
Evaluation Results
Method
Method
Links
gIoU
cIoU
WISE-7B
Setting=Zero-shot, Inf...
2026.04
60.3
58.5
WISE-7B-S
Setting=Zero-shot, Inf...
2026.04
60.3
58.3
Seg-Zero-7B*
Setting=Zero-shot, Not...
2026.04
57.7
54.4
Seg-Zero-7B†
Setting=Zero-shot, Not...
2026.04
57.5
52
LISA-13B-LLaVA1.5
Setting=Zero-shot
2026.04
53.8
50.8
LISA-7B-LLaVA1.5
Setting=Zero-shot
2026.04
48.7
48.8
Qwen2.5VL-3B + SAM2
Setting=Zero-shot
2026.04
47.6
37.4
OVSeg
Setting=Zero-shot
2026.04
26.1
20.8
ReLA
Setting=Zero-shot
2026.04
21.3
22
Grounded-SAM
Setting=Zero-shot
2026.04
21.3
16.4
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