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Benchmarks
Cognition and Reasoning on MMMU (val)
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51.11
Score
Ties-Merging
32.8996
37.6273
42.355
47.0827
Mar 31, 2025
Score
Updated 3d ago
Evaluation Results
Method
Method
Links
Score
Ties-Merging
merging_target=Qwen2-V...
2025.03
51.11
AdaMMS
merging_target=Qwen2-V...
2025.03
51.11
MetaGPT
merging_target=Qwen2-V...
2025.03
50.67
Qwen2-VL (base)
model_status=Original...
2025.03
50.11
Task Arithmetic
merging_target=Qwen2-V...
2025.03
48.44
DARE-Ties
merging_target=Qwen2-V...
2025.03
45
DARE-Linear
merging_target=Qwen2-V...
2025.03
43.78
LLaVA-OneVision
model_status=Original...
2025.03
43.44
DARE-Linear
Merging Protocol=DARE-...
2025.03
36.8
Task Arithmetic
Merging Protocol=Task...
2025.03
36.2
LLaVA-v1.5-7B
Status=Source Model, A...
2025.03
35.1
AdaMMS
Merging Protocol=AdaMM...
2025.03
34.9
CogVLM-chat-7B
Status=Base Model, Arc...
2025.03
34.8
MetaGPT
Merging Protocol=MetaG...
2025.03
34.7
Ties-Merging
Merging Protocol=Ties-...
2025.03
34
DARE-Ties
Merging Protocol=DARE-...
2025.03
33.6
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