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Multimodal Math Reasoning on MathVision

68.7Accuracy

Seed-1.5-thinking

Updated 4d ago

Evaluation Results

Method	Links
Seed-1.5-thinking 2025.12		68.7
Gemini-2.5-Pro-Thinking 2025.12		55.3
Claude-4-Sonnet 2025.12		54.6
GPT-4.1 2025.12		51.8
Revisual-R1 2025.12		44.7
Ours 2025.12		44.2
Gemma-3-27B 2025.12		39.8
Qwen2.5-VL-72B 2025.12		38.1
GPT-4o 2025.12		36.5
ThinkLite-VL 2025.12		32.9
PeBR-R1 2025.12		32.7
VL-Rethinker 2025.12		32.3
VAPO-Thinker 2025.12		31.9
Vision-G1 2025.12		31.3
Look-Back 2025.12		30.3
MMR1-Math-v0 2025.12		30.2
R1-Onevision-7B 2025.12		29.9
CodeDance-7B 2025.12		29.6
InternVL3-8B 2025.12		29.3
MathBook 2025.12		28
MM-Eureka 2025.12		26.9
DeepEyes-7B 2025.12		26.6
VLAA-Thinking 2025.12		26.4
OpenVLThinker 2025.12		25.9
ARM-Thinker-7B 2025.12		25.9
Qwen2.5-VL-7B 2025.12		25.4
Qwen2.5-VL 2025.12		25.1
Qwen2.5-VL-7B 2025.12		25
R1-VL-7B 2025.12		24.7
InternVL2.5-8B 2025.12		22
Llava-OV-7B 2025.12		18.4