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Question Answering on MLLMU-Bench Forget 1.0
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55
Accuracy
Vanilla
31.6
37.675
43.75
49.825
Dec 12, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Vanilla
Backbone=Qwen2-VL-7B
2025.12
55
Visual Knowledge Distillation
Backbone=Qwen2-VL-7B
2025.12
54.6
MMU
Backbone=Qwen2-VL-7B
2025.12
54.4
GA Diff
Backbone=Qwen2-VL-7B
2025.12
52.8
NPO
Backbone=Qwen2-VL-7B
2025.12
50.4
MANU
Backbone=Qwen2-VL-7B
2025.12
47.2
GA
Backbone=Qwen2-VL-7B
2025.12
46.7
KL Min
Backbone=Qwen2-VL-7B
2025.12
45.3
Vanilla
Backbone=LLaVA-1.5-7B
2025.12
38.4
Visual Knowledge Distillation
Backbone=LLaVA-1.5-7B
2025.12
35.8
MMU
Backbone=LLaVA-1.5-7B
2025.12
34.2
GA Diff
Backbone=LLaVA-1.5-7B
2025.12
33.6
KL Min
Backbone=LLaVA-1.5-7B
2025.12
33.6
NPO
Backbone=LLaVA-1.5-7B
2025.12
33.6
MANU
Backbone=LLaVA-1.5-7B
2025.12
33.6
GA
Backbone=LLaVA-1.5-7B
2025.12
32.5
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