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Benchmarks
Referring Detection on RegionDial-Bench RefCOCOg Multi-turn (test)
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87.1
R1
RegionReasoner-7B
4.628
26.039
47.45
68.861
Feb 3, 2026
R1
R2
R3
R4
R5
R6
R7
Avg Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
R1
R2
R3
R4
R5
R6
R7
Avg Recall
RegionReasoner-7B
Parameters=7B, Backbon...
2026.02
87.1
73.7
71.8
68.6
75
78.4
75
78.2
Seg-Zero-7B
Parameters=7B
2026.02
85.3
61.8
61.6
64.8
70
69.6
68.8
71.1
VisionReasoner-7B
Parameters=7B
2026.02
85
65.8
66.8
69.3
68.3
75.2
72.5
73.6
Qwen2.5-VL-7B
Parameters=7B
2026.02
63.9
43.7
39
37.9
42.2
43.2
33.8
49.7
Qwen2-VL-7B
Parameters=7B
2026.02
7.8
6.2
3.5
3.5
5.6
4
5
6.1
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