Multi-discipline Reasoning on MMMU

69.1Accuracy

GPT-4o

Updated 19d ago

Evaluation Results

Method	Links
GPT-4o 2026.03		69.1
InternVL3 2026.03		65.6
InternVL2.5 2026.03		56
Vanilla 2026.01		55.44
CAPA 2026.01		53.67
VRE 2026.03		52.1
Semantic-back 2026.03		52
Qwen2.5-VL 2026.03		51.2
CAPA 2026.01		49.33
LLaVA-OneVision 2026.03		48.8
Vanilla 2026.01		48.68
PRUNESID 2026.03		37.2
RubiCap-7B_PixMoCap 2026.03		37
LLaVA-v1.5-7B + Visual Lazy Attention 2026.02		36.8
Vanilla 2024.12		36.4
VisionZip 2024.12		36.4
VisionZip ‡ 2024.12		36.4
VisionZip 2024.12		36.4
GPT-4V 2026.03		36.33
Vanilla 2026.03		36.1
PRUNESID 2026.03		36.1
VisionZip 2026.03		36.1
LLaVA-NEXT-13B + Visual Lazy Attention 2026.02		36.1
VisionZip 2024.12		36.1
PRUNESID 2026.03		36
CAPA 2026.01		35.89
RubiCap-3B_DenseFusion 2026.03		35.89
VisionZip 2026.03		35.6
VisionZip ‡ 2024.12		35.4
LLaVA-v1.5-7B 2026.02		35.3
VisionZip ‡ 2024.12		35.3
RubiCap-3B_PixMoCap 2026.03		35.22
VisionZip 2026.03		34.8
Vanilla 2026.01		34.67