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General Reasoning on MMStar (Score)

69.2Score

ViLoMem

Updated 3d ago

Evaluation Results

Method	Links
ViLoMem 2026.01		69.2
Vanilla RAG 2026.01		68.4
PolarMem 2026.01		68.4
ViLoMem 2026.01		68.1
InternVL-3.5-8B 2026.01		68.1
QWEN2.5-VL-32B 2026.01		67.8
PolarMem 2026.01		67.2
Vanilla RAG 2026.01		67.2
PolarMem 2026.01		66.2
ViLoMem 2026.01		65.7
PolarMem 2026.01		65.1
InternVL-3.5-4B 2026.01		65.1
Vanilla RAG 2026.01		64.9
ViLoMem 2026.01		64.4
QWEN2.5-VL-7B 2026.01		63.6
ViLoMem 2026.01		63.6
Vanilla RAG 2026.01		63.4
PolarMem 2026.01		62.8
PolarMem 2026.01		62.4
PolarMem 2026.01		61.8
ViLoMem 2026.01		61.6
LLaVA-Next-Llama-3-8B 2026.01		61.5
ViLoMem 2026.01		61.2
Vanilla RAG 2026.01		60.8
DeepSeek-VL2 2026.01		60.7
LLaVA-Next-Mistral-7B 2026.01		60.3
Vanilla RAG 2026.01		59.7
ViLoMem 2026.01		59
Vanilla RAG 2026.01		58.8
PolarMem 2026.01		57.8
DeepSeek-VL2-Small 2026.01		56.9
Vanilla RAG 2026.01		56.2