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OVQA on Personalization Benchmark
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77.6
Single Accuracy
ICPT
37.04
47.57
58.1
68.63
May 29, 2026
Single Accuracy
Multi Accuracy
Weight Accuracy
Updated 2d ago
Evaluation Results
Method
Method
Links
Single Accuracy
Multi Accuracy
Weight Accuracy
ICPT
LVLM=Qwen3VL-8B
2026.05
77.6
72.4
73.6
PLVM
LVLM=Qwen3VL-8B
2026.05
76
66.8
69
ICL
LVLM=Qwen3VL-8B
2026.05
75.8
64.2
67
ICPT
LVLM=LLaVA-NeXT-34B
2026.05
74.6
71.5
72.2
ICPT
LVLM=InternVL3-8B
2026.05
74
70.6
71.4
PLVM
LVLM=InternVL3-8B
2026.05
73.4
59.7
63
ICL
LVLM=InternVL3-8B
2026.05
72.6
61.8
64.4
PLVM
LVLM=LLaVA-NeXT-34B
2026.05
72.3
66.8
68.1
ICL
LVLM=LLaVA-NeXT-34B
2026.05
63.6
57.3
58.8
Vanilla
LVLM=Qwen3VL-8B
2026.05
40.3
36.4
37.3
Vanilla
LVLM=LLaVA-NeXT-34B
2026.05
39.2
31.6
33.4
Vanilla
LVLM=InternVL3-8B
2026.05
38.6
37.9
38.1
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