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Benchmarks
Visual Grounding on RefCOCO Series
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77.73
RefCOCO Test Score
Vanilla
16.3076
32.2538
48.2
64.1462
Feb 3, 2026
RefCOCO Test Score
RefCOCO+ TestA Score
RefCOCO TestB Score
RefCOCOg Test Score
Overall Average Score
Relative Average Performance
Updated 4d ago
Evaluation Results
Method
Method
Links
RefCOCO Test Score
RefCOCO+ TestA Score
RefCOCO TestB Score
RefCOCOg Test Score
Overall Average Score
Relative Average Performance
Vanilla
Base Model=LLaVA-Next 7B
2026.02
77.73
76.34
57.25
71.05
100
-
Nüwa
Base Model=LLaVA-Next...
2026.02
68.17
66.91
49.54
59.72
86.48
-
Nüwa
Base Model=LLaVA-Next...
2026.02
38.67
33.86
25.36
31.49
45.68
-
Nüwa
Base Model=LLaVA-Next...
2026.02
18.67
15.44
10.45
17.04
21.62
-
Vanilla
Backbone=QWEN-2.5-VL 7...
2026.02
-
-
-
-
-
100
Nuwa
Backbone=QWEN-2.5-VL 7...
2026.02
-
-
-
-
-
98.8
Nuwa
Backbone=QWEN-2.5-VL 7...
2026.02
-
-
-
-
-
96.4
Nuwa
Backbone=QWEN-2.5-VL 7...
2026.02
-
-
-
-
-
83.8
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