Share your thoughts, 1 month free Claude Pro on usSee more

Visual Understanding on MME

2,321MME Score

Qwen2-VL

Updated 26d ago

Evaluation Results

Method	Links
Qwen2-VL 2025.01		2,321
InternVL2.5-MPO 2025.01		2,321
SAIL-VL 2025.01		2,244
DeepSeekVL-2 2025.01		2,149
InternVL2.5-MPO 2025.01		2,123
SAIL-VL 2025.01		1,969
ShareGPT4V 2026.03		1,943.8
Qwen2-VL 2025.01		1,923
DeepSeekVL-2 2025.01		1,910
EvoTok 2026.03		1,895.1
InternVL3.5-1B 2025.11		1,894
Qwen-VL-Chat 2026.03		1,848.3
LLaVA-v1.5 2026.03		1,826.7
LFM2-VL-1.6B 2025.11		1,757
Emu2-Chat 2025.03		1,678
TokenFlow-B 2026.03		1,660.4
TokenFlow-L 2026.03		1,622.9
Dynamic-LLaVA-13B^IT 2024.12		1,563.3
Dynamic-LLaVA-13B^V 2024.12		1,554.1
VILA 2026.03		1,533
LLaVA-1.5-13B 2024.12		1,531.3
LLaVA-1.5-7B 2024.12		1,510.7
DualToken 2026.03		1,502.7
Dynamic-LLaVA-7B^IT 2024.12		1,501
QLIP 2026.03		1,498.3
LLaVA-PruMerge+ (13B) 2024.12		1,485.5
Dynamic-LLaVA-7B^V 2024.12		1,479.8
LLaVA-FastV (13B) 2024.12		1,470.3
LLaVA-PruMerge+ (7B) 2024.12		1,462.4
LLaVA-FastV (7B) 2024.12		1,458.9
LLaVA-1.5-7B+H2Ok-10, -0.5 2024.12		1,458.4
SmolVLM2-500M 2025.11		1,456
LLaVA-1.5-13b+H2Ok-10,-0.5 2024.12		1,448.3
UniTok 2026.03		1,448
VILA-U 2026.03		1,401.8
Janus 2026.03		1,338
VILA-U 2026.03		1,336.2
LLaVA-FastV† (7B) 2024.12		1,292.2
LFM2-VL-450M 2025.11		1,230
SeGroS 2026.03		1,217
SFT 2026.03		1,210
Base Model 2026.03		1,195
Reca 2026.03		1,190
Idefics 2025.03		1,177.3
MiniGPT4 2025.03		1,047.4
Kosmos-2 2025.03		721.1
LLaVA-1.5-7B+H2O-0.5 2024.12		500.5
LaViDa-O 2025.12		488
Qwen-VL 2025.03		482.7
Sparse-LaViDa 2025.12		450
WeGen 2025.03		447.4
Chameleon-7b 2025.03		202.7
Kosmos-G 2025.03		104.3
LLaVA 2025.03		28.3