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Expert Reasoning on MMStar
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75
Accuracy
MaLoRA
35.1368
45.4859
55.835
66.1841
Oct 30, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
MaLoRA
Model=Qwen3-VL-8B, Tra...
2025.10
75
LoRA
Model=Qwen3-VL-8B, Tra...
2025.10
70.33
Base
Model=Qwen3-VL-8B, Tra...
2025.10
67.67
QLoRA
Model=Qwen3-VL-8B, Tra...
2025.10
67
MaLoRA
Model=Qwen2.5-VL-7B, T...
2025.10
66.67
Base
Model=Qwen2.5-VL-7B, T...
2025.10
65.67
LoRA
Model=Qwen2.5-VL-7B, T...
2025.10
61.67
QLoRA
Model=Qwen2.5-VL-7B, T...
2025.10
59.33
MaLoRA
Model=LLaVA-1.5-7B, Tr...
2025.10
37.35
QLoRA
Model=LLaVA-1.5-7B, Tr...
2025.10
37.33
Base
Model=LLaVA-1.5-7B, Tr...
2025.10
36.67
LoRA
Model=LLaVA-1.5-7B, Tr...
2025.10
36.67
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