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General Reasoning on MMMU

75.4Overall Score

ViLoMem

Updated 5d ago

Evaluation Results

Method	Links
ViLoMem 2026.01		75.4
InternVL-3.5-8B 2026.01		74.7
PolarMem 2026.01		74.1
Vanilla RAG 2026.01		73.4
ViLoMem 2026.01		69.1
QWEN2.5-VL-32B 2026.01		68.4
Vanilla RAG 2026.01		67.2
ViLoMem 2026.01		67
PolarMem 2026.01		66.5
InternVL-3.5-4B 2026.01		66.5
PolarMem 2026.01		65.5
Vanilla RAG 2026.01		64.7
LoMo 2026.05		63
LoMo 2026.05		62.48
Standard SFT 2026.05		59.44
ViLoMem 2026.01		58.6
QWEN2.5-VL-7B 2026.01		56.3
PolarMem 2026.01		55.7
Vanilla RAG 2026.01		55.4
ViLoMem 2026.01		54
VLAA-Thinker-7B 2026.05		52.1
EvoLMM 2026.05		51.9
DUEL 2026.05		51.9
OpenVLThinker-7B 2026.05		51.8
Standard SFT 2026.05		51.78
Vision-Zero(CLEVR) 2026.05		51.7
MM-UPT 2026.05		51.5
DUEL 2026.05		51.4
LoMo 2026.05		51.22
Qwen2.5-VL-7B 2026.05		51.2
DeepSeek-VL2 2026.01		51.1
ViLoMem 2026.01		51
ViLoMem 2026.01		50.8
Vanilla RAG 2026.01		50.6
PolarMem 2026.01		50.4
Standard SFT 2026.05		49.52
PolarMem 2026.01		49.1
Vanilla RAG 2026.01		49
LLaVA-Next-Llama-3-8B 2026.01		48.8
PolarMem 2026.01		48.6
DeepSeek-VL2-Small 2026.01		48.3
Vanilla RAG 2026.01		48
ViLoMem 2026.01		47.8
PolarMem 2026.01		47.6
LLaVA-Next-Mistral-7B 2026.01		46.3
Vanilla RAG 2026.01		45.4
LoMo 2026.05		35.56
Standard SFT 2026.05		21.22