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Visual Question Answering on MLLMU-Bench Real-world 1.0
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77.3
Accuracy
Vanilla
45.06
53.43
61.8
70.17
Dec 12, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Vanilla
Backbone=Qwen2-VL-7B
2025.12
77.3
Visual Knowledge Distillation
Backbone=Qwen2-VL-7B
2025.12
75.4
MMU
Backbone=Qwen2-VL-7B
2025.12
75.3
NPO
Backbone=Qwen2-VL-7B
2025.12
75.2
KL Min
Backbone=Qwen2-VL-7B
2025.12
74.8
GA Diff
Backbone=Qwen2-VL-7B
2025.12
74.5
GA
Backbone=Qwen2-VL-7B
2025.12
74.4
MANU
Backbone=Qwen2-VL-7B
2025.12
73.7
Vanilla
Backbone=LLaVA-1.5-7B
2025.12
47.4
Visual Knowledge Distillation
Backbone=LLaVA-1.5-7B
2025.12
47.2
GA
Backbone=LLaVA-1.5-7B
2025.12
47
NPO
Backbone=LLaVA-1.5-7B
2025.12
47
MMU
Backbone=LLaVA-1.5-7B
2025.12
46.7
GA Diff
Backbone=LLaVA-1.5-7B
2025.12
46.6
KL Min
Backbone=LLaVA-1.5-7B
2025.12
46.6
MANU
Backbone=LLaVA-1.5-7B
2025.12
46.3
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