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Visual Understanding on MM-Vet

76.9MM-Vet Score

GPT-4o

Updated 3d ago

Evaluation Results

Method	Links
GPT-4o 2025.06		76.9
GPT-4o-0513 2024.09		69.1
BAGEL 2025.06		67.2
BAGEL 2025.05		67.2
UniWorld-V1 2025.06		67.1
Qwen2.5-VL 2025.05		67.1
Kimi-VL 2025.05		66.7
BLIP3-o 2025.06		66.6
MetaQuery 2025.06		66.6
MetaQuery-XL 2025.05		66.6
Claude3.5-Sonnet 2024.09		66
Gemini-1.5-Pro 2024.09		64
InternVL2.5 2025.05		62.8
Qwen2-VL 2025.05		62
Qwen2.5-VL 2025.05		61.8
InternVL2.5 2025.05		60.8
DeepSeek-VL2 2025.05		60
LLava-OV 2025.05		57.5
MUSE-VL 2025.05		55.9
InternVL2-8B 2024.09		54.3
InternVL2 2025.05		54.2
Cambrian-34B 2024.09		53.2
POINTS-7B 2024.09		52.3
OneVision 2024.09		51.9
Ovis1.5-LLAMA3-8B 2024.09		50.9
Janus-Pro 2025.05		50
POINTS-9B 2024.09		50
Qwen2-VL 2025.05		49.5
IXC-2.5 2024.09		49.3
EMU-2 2024.10		48.5
BAGEL 2025.05		48.2
InternVL2 2025.05		44.6
SEED-X 2025.05		43
Idefics3-LLAMA3-8B 2024.09		41.7
TokenFlow-XL 2025.05		40.7
Janus-Pro 2025.06		39.8
Janus-Pro 2025.05		39.8
Dynamic-LLaVA-13BI 2024.12		37.3
Emu3 2025.06		37.2
Emu3-Chat 2025.05		37.2
EMU-3 2024.10		37.2
Dynamic-LLaVA-TokenPacker-13B_VT 2024.12		37.1
VIG training + LACING 2026.02		37.01
ILLUME 2025.05		37
LLaVA-1.5-13B 2024.12		36.6
LLaVA-1.5 2025.06		36.3
VIG training + VAR 2026.02		34.91
Dynamic-LLaVA-TokenPacker-13B_V 2024.12		34.8
Dynamic-LLaVA-13BIT 2024.12		34.6
LLaVA-TokenPacker-13B-144Token 2024.12		34.6
LLaVA-FastV (k=3, r=0.75) 2024.12		34.5
LLaVA-TokenPacker-FastV-13B k=3, r=0.5 2024.12		34.5
Janus 2025.06		34.3
Janus 2025.05		34.3
LACING 2026.02		34.15
InfMLLM-7B-Chat 2023.11		33.4
VIG training + VCD 2026.02		32.98
VIG training 2026.02		32.71
VIG training + PAI 2026.02		32.69
Dynamic-LLaVA-7BIT 2024.12		32.2
Dynamic-LLaVA-7B_VT 2024.12		32.2
Dynamic-LLaVA-TokenPacker-7B_V 2024.12		32.1
Video-LLaVA 2025.06		32
LLaVA-TokenPacker-FastV-7B k=3, r=0.5 2024.12		32
Dynamic-LLaVA-TokenPacker-7B_VT 2024.12		31.9
LLaVA-1.5-7B 2024.12		31.7
LLaVA-TokenPacker-7B-144Token 2024.12		31.7
LLaVA-1.5-7B 2024.12		31.1
LLaVA-1.5 2024.10		31.1
Emu2-Chat 2025.03		31
VAR 2026.02		30.98
MMAR-7B 2024.10		30.64
LLaVA-1.5-7B 2023.11		30.5
Idefics 2025.03		30
LLaVA-Pixel-Shuffle-7B 2024.12		29.7
Dynamic-LLaVA-7BI 2024.12		29.5
Dynamic-LLaVA-7B_V 2024.12		29.5
LLaVA-C-Abstractor-7B 2024.12		29.4
LLaVA-Resampler-7B 2024.12		29.2
LLaVA-LDP-v2-7B 2024.12		28.7
LLaVA-1.5 7B 2026.02		28.62
LLaVA 2025.03		28.3
LLaVA-FastV (k=3, r=0.75) 2024.12		28.1
PAI 2026.02		27.99
VILA-U 2025.05		27.7
VILA-U 2024.10		27.7
VCD 2026.02		27.01
InstructBLIP 2023.11		26.2
InstructBLIP 2023.11		25.6
WeGen 2025.03		25.4
Kosmos-2 2025.03		23.7
BLIP-2 2023.11		22.4
Show-o 2024.10		20.87
MMAR-0.5B 2024.10		18.49
MiniGPT4 2025.03		15.6
Transfusion* 2024.10		13.9
Qwen-VL 2025.03		13
Kosmos-G 2025.03		11.3
LWM 2025.03		9.6
Chameleon 2025.05		8.3

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