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Mathematical Reasoning in Vision on MathVista

74.7MathVista Accuracy

VLsI-7B

Updated 3d ago

Evaluation Results

Method	Links
VLsI-7B 2024.12		74.7	-
BAGEL 2025.05		73.1	-
Phantom-7B 2024.12		70.9	-
Gemini-Pro 2024.07		70.2	-
Kimi-VL 2025.05		68.7	-
Qwen2.5-VL 2025.05		68.2	-
InternVL2.5 2025.05		64.4	-
IXC-2.5-7B 2024.07		63.8	-
BAGEL 2025.05		63.4	-
LLava-OV 2025.05		63.2	-
LLaVA-OneVision-7B 2024.12		63.2	-
DeepSeek-VL2 2025.05		62.8	-
Qwen2.5-VL 2025.05		62.3	-
MiniCPM-V2.6-8B 2024.12		60.6	-
InternVL2 2025.05		58.3	-
InternVL2-8B 2024.12		58.3	-
Qwen2-VL 2025.05		58.2	-
Qwen2-VL-7B 2024.12		58.2	-
Florence-VL 8B 2024.12		55.5	-
MUSE-VL 2025.05		55	-
WeMM 2024.07		54.9	-
Eagle-13B 2024.12		54.4	-
MiniCPM-V2.5-8B 2024.12		54.3	-
Eagle-8B 2024.12		52.7	-
Florence-VL 3B 2024.12		52.2	-
TroL-7B 2024.12		51.8	-
InternVL2.5 2025.05		51.3	-
Cambrian-1-8B 2024.12		49	-
Cambrian 8B 2024.12		49	-
Cambrian-1-13B 2024.12		48	-
GPT-4V 2024.07		47.8	-
InternVL2 2025.05		46.4	-
Qwen2-VL 2025.05		43	-
MM1-MoE-7B×32 2024.12		40.9	-
BLIP-3 2025.05		39.6	-
LATTE 2024.12		38.9	-
LLaVA-NeXT-8B 2024.12		37.5	-
LLaVA next 8B 2024.12		37.4	-
MiniGemini-HD-13B 2024.12		37	-
Mini-Gemini-HD 8B 2024.12		37	-
LATTE 2024.12		36.9	-
MM1-7B 2024.12		35.9	-
CogCoM 2024.12		35.7	-
LLaVA-NeXT-13B 2024.12		35.1	-
LLaVA-NeXT-7B 2024.12		34.6	-
MiniGemini-HD-7B 2024.12		32.2	-
Vila 3B 2024.12		30.6	-
Chameleon 2025.05		22	-
InstructBLIP 2023.12		-	25.3
IDEFICS-80B 2023.12		-	26.2
Qwen-VL-Chat 2023.12		-	33.8
LLaVA 2023.12		-	23.7
LLaVA-1.5 2023.12		-	26.1
ShareGPT4V 2023.12		-	25.8
Lyrics 2023.12		-	39.4