SOTA Multi-modal Understanding on MMVet (Accuracy) and PapersWithCode

76.2Accuracy

GPT-4o

Updated 3d ago

Evaluation Results

Method	Links
GPT-4o 2024.08		76.2
Top-k Routing 2025.11		69.93
Top-k Routing 2025.11		68.67
MC-MoE 2025.11		68.67
MoDES 2025.11		68.41
DiEP 2025.11		68.13
MoDES 2025.11		67.92
MoDES 2025.11		67.8
NAEE 2025.11		67.57
MC-MoE 2025.11		66.41
MC-MoE 2025.11		65.41
DiEP 2025.11		65.32
DiEP 2025.11		65.27
LLaVA-OneVision-72B 2024.08		63.7
Ovis2.5 2026.01		62.2
Qwen2-VL-7B 2026.01		62
VisionTrim on Qwen2-VL-7B 2026.01		61.8
NAEE 2025.11		61.38
Qwen3-VL 2026.01		61.2
GLM-4.6V-FlashX 2026.01		61
Qwen2.5-VL 2026.01		59.2
VisionTrim on LLaVA-OneVision-7B 2026.01		59
LLaVA-OneVision-7B 2024.08		57.5
LLaVA-OneVision-7B 2026.01		57.5
Top-k Routing 2025.11		56.42
InternVL3.5 2026.01		50.6
LATTE 2024.12		50
GPT-4V 2024.08		49.9
NAEE 2025.11		49.52
LATTE 2024.12		47.9
CogCoM 2024.12		46.1
Ostrakon-VL 2026.01		36.4
Top-k Routing 2025.11		35.05
LLaVA-Plus 2024.12		35
LLaVA-OneVision-0.5B 2024.08		29.1