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Benchmarks
Reasoning Segmentation on ReasonSeg-X (test)
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57.9
gIoU
StAR
23.788
32.644
41.5
50.356
May 22, 2026
gIoU
cIoU
Updated 9d ago
Evaluation Results
Method
Method
Links
gIoU
cIoU
StAR
Backbone=Qwen 3
2026.05
57.9
50.1
StAR
Backbone=Qwen 3, Model...
2026.05
50.6
53.1
StAR
Backbone=Qwen 2.5, Mod...
2026.05
50.3
44.9
StAR
Backbone=Qwen 2.5
2026.05
49.2
43.6
GRTO
2026.05
48.2
46.3
B-GRTO
2026.05
47.9
45.4
StAR
Backbone=Qwen 2.5, Tra...
2026.05
47.4
40.6
GRPO
2026.05
47.3
44.2
GRPO
Training Stage=stage-1
2026.05
44.4
41.6
VisionReasoner
2026.05
42.2
33.8
SAM 3 Agent
Backbone=7B
2026.05
34.4
29.5
LISA
2026.05
25.1
26
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