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

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
Perception-R1-7B 2025.06		50.1
MM-Eureka-7B 2025.06		47.6
Qwen2.5-VL-7B-IT + GRPO 2025.06		47.1
Vision-R1-7B 2025.06		47
VLAA-Thinker-7B 2025.06		45.7
V-Zero 2026.01		43.9
SophiaVL-R1-7B 2025.06		43.3
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-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
InternVL3.5-2B 2025.12		35.3
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
LLaVA OneVision 2025.10		26.2
InternVL3-2B 2025.12		25.3
Qwen2.5-VL 2025.10		25.1
jina-vlm 2025.12		23.9
Qwen3-VL-2B 2025.12		22.7
Qwen2-VL-2B 2025.12		17.3
Molmo 2025.10		4.2