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Cognition and Reasoning on MMMU (val)

72.6Score

InternVL3.5-20B-A4B

Updated 22d ago

Evaluation Results

Method	Links
InternVL3.5-20B-A4B 2026.05		72.6
InternVL3.5-4B 2026.05		57.2
Qwen3.5-4B 2026.05		56.9
Qwen3-VL-4B 2026.05		51.4
Ties-Merging 2025.03		51.11
AdaMMS 2025.03		51.11
MetaGPT 2025.03		50.67
Qwen2-VL (base) 2025.03		50.11
InternVL3.5-2B 2026.05		49.9
Qwen3.5-2B 2026.05		49.2
Molmo2-4B 2026.05		48.8
Task Arithmetic 2025.03		48.44
ZAYA1-VL-8B-A1B 2026.05		46
DeepSeek-VL2-16B-A2.4B 2026.05		46
Qwen2.5-VL-3B 2026.05		45.7
DARE-Ties 2025.03		45
DARE-Linear 2025.03		43.78
LLaVA-OneVision 2025.03		43.44
PLM-3B 2026.05		41.4
Qwen3-VL-2B 2026.05		40.9
DARE-Linear 2025.03		36.8
Task Arithmetic 2025.03		36.2
LLaVA-v1.5-7B 2025.03		35.1
AdaMMS 2025.03		34.9
CogVLM-chat-7B 2025.03		34.8
MetaGPT 2025.03		34.7
Ties-Merging 2025.03		34
DARE-Ties 2025.03		33.6