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Benchmarks
Reasoning Segmentation on ReasonSeg-R (test)
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74.9
gIoU
StAR
51.604
57.652
63.7
69.748
May 22, 2026
gIoU
cIoU
Updated 9d ago
Evaluation Results
Method
Method
Links
gIoU
cIoU
StAR
Backbone=Qwen 3, Model...
2026.05
74.9
69.7
StAR
Backbone=Qwen 3, Zero-...
2026.05
73.8
69.2
B-GRTO
Zero-shot=true
2026.05
72
66.6
GRPO
Zero-shot=true
2026.05
70.9
68.1
GRTO
Zero-shot=true
2026.05
70.9
63
StAR
Backbone=Qwen 2.5, Mod...
2026.05
70.7
67.2
StAR
Backbone=Qwen 2.5, Zer...
2026.05
69.7
66.2
StAR
Backbone=Qwen 2.5, Tra...
2026.05
69
65.6
GRPO
Training Stage=stage-1...
2026.05
69
64.7
VisionReasoner
Zero-shot=true
2026.05
64.8
56.8
SAM 3 Agent
Backbone=7B, Zero-shot...
2026.05
63.1
58
LISA
Zero-shot=true
2026.05
52.5
53.3
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