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Mathematical Reasoning on MathVerse Vision Only

67Accuracy

Bee-8B

Updated 1mo ago

Evaluation Results

Method	Links
Bee-8B 2025.10		67
Bee-8B 2025.10		61.9
InternVL3.5 2025.10		61.5
Keye-VL 2025.10		59.8
InternVL3.5-2B 2025.12		53.4
MM-Eureka-Qwen-32B 2025.11		52.4
Claude-3.5 Sonnet 2025.11		52
MM-Eureka-Qwen-32B 2025.11		50.5
Perception-R1-7B 2025.06		50.1
VL-Rethinker-7B 2025.11		49.2
QvQ-72B-Preview 2025.11		48.2
MM-Eureka-Qwen-7B 2025.11		47.7
MM-Eureka-7B 2025.06		47.6
Qwen2.5-VL-7B-IT + GRPO 2025.06		47.1
Vision-R1-7B 2025.06		47
VL-Rethinker-7B 2025.11		47
VLAA-Thinker-7B 2025.06		45.7
MM-Eureka-Qwen-7B 2025.11		45.1
V-Zero 2026.01		43.9
Gemini-2.0-Flash 2025.11		43.6
SophiaVL-R1-7B 2025.06		43.3
MMR1-Math-v0-7B 2025.11		43.3
Qwen2.5-VL 2026.06		42.7
V-Zero 2026.01		42.6
Qwen2.5-VL-7B-IT 2025.06		42.2
Supervised GRPO 2026.01		42
R1-Onevision-7B 2025.06		41.9
Qwen2.5-VL-7B 2025.11		41.1
MMR1-Math-v0-7B 2025.11		41.1
GPT-4o 2025.11		40.6
Qwen2.5-VL-7B-Instruct (Base) 2026.01		39.6
OpenVLThinker-7B 2025.06		39.5
Perception-R1-Qwen2-7B 2025.06		39.2
OpenVLThinker-7B 2026.01		36.8
R1-VL-7B 2025.06		36.8
SDAR-VL 2026.06		36.5
InternVL3.5-2B 2025.12		35.3
Kimi-VL-16B 2025.11		34.1
InternVL3-8B 2025.11		33.9
V-Zero 2026.01		33.4
V-Zero 2026.01		32.6
Qwen2-VL-7B-IT + GRPO 2025.06		32.4
Qwen2.5-VL-3B-Instruct (Base) 2026.01		32.1
Qwen2-VL-7B-IT 2025.06		30.1
GPT-4o-mini 2025.11		30
LaViDa 2026.06		27.2
LLaVA OneVision 2025.10		26.2
InternVL3-2B 2025.12		25.3
PerceptionDLM-Base 2026.06		25.3
Qwen2.5-VL 2025.10		25.1
jina-vlm 2025.12		23.9
InternVL3 2026.06		23.1
Qwen3-VL-2B 2025.12		22.7
LLaDA-V 2026.06		20.6
LLaVA-OV-7B 2025.11		17.6
Qwen2.5-VL-3B 2025.11		17.5
Qwen2-VL-2B 2025.12		17.3
Molmo 2025.10		4.2