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Question Answering on MLLMU-Bench 1.0 (Retain)
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58.6
Accuracy
Vanilla
30.416
37.733
45.05
52.367
Dec 12, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Vanilla
Backbone=Qwen2-VL-7B
2025.12
58.6
GA
Backbone=Qwen2-VL-7B
2025.12
57.6
Visual Knowledge Distillation
Backbone=Qwen2-VL-7B
2025.12
56.4
MMU
Backbone=Qwen2-VL-7B
2025.12
55.7
KL Min
Backbone=Qwen2-VL-7B
2025.12
55.6
GA Diff
Backbone=Qwen2-VL-7B
2025.12
54.4
NPO
Backbone=Qwen2-VL-7B
2025.12
53.3
MANU
Backbone=Qwen2-VL-7B
2025.12
49.4
Vanilla
Backbone=LLaVA-1.5-7B
2025.12
37.5
Visual Knowledge Distillation
Backbone=LLaVA-1.5-7B
2025.12
36.1
MMU
Backbone=LLaVA-1.5-7B
2025.12
35.1
GA
Backbone=LLaVA-1.5-7B
2025.12
32.2
NPO
Backbone=LLaVA-1.5-7B
2025.12
32.2
MANU
Backbone=LLaVA-1.5-7B
2025.12
32.1
KL Min
Backbone=LLaVA-1.5-7B
2025.12
32
GA Diff
Backbone=LLaVA-1.5-7B
2025.12
31.5
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