Multimodal Math Reasoning on MMK12

80.83Accuracy

Qwen2.5-VL-7B + PGPO

Updated 1mo ago

Evaluation Results

Method	Links
Qwen2.5-VL-7B + PGPO 2026.04		80.83
Qwen2.5-VL-7B + PAPO 2026.04		80.58
Qwen2.5-VL-7B + VPPO 2026.04		80.11
Qwen2.5-VL-7B + DAPO 2026.04		78.74
Qwen2.5-VL-7B + GRPO 2026.04		76.45
R1-ShareVL-7B 2026.04		70.94
QvQ-72B-Preview 2026.06		70.5
Qwen2.5-VL-7B-Instruct + VEPO 2026.06		69.64
VPPO-7B 2026.06		69.02
VL-Rethinker-7B 2026.04		68.3
MM-Eureka-7B 2026.04		67.68
InternVL2.5-38B 2026.06		66.8
NoisyRollout-7B 2026.06		66.05
PAPO-DAPO-7B 2026.06		66.05
R1-ShareVL 2026.06		65.68
Gemini-2.0-Flash 2026.06		65.2
Qwen2.5-VL-7B-Instruct + GRPO 2026.06		65.18
Qwen2.5-VL-7B-Instruct + GRPO (Top 20% high entropy) 2026.06		64.93
Qwen2.5-VL-3B + PGPO 2026.04		64.74
Qwen2.5-VL-3B + VPPO 2026.04		63.76
Qwen2.5-VL-3B + PAPO 2026.04		63.54
Qwen2.5-VL-7B-Instruct + GRPO (Top 40% high entropy) 2026.06		63.44
Qwen2.5-VL-3B + DAPO 2026.04		63.36
Qwen2.5-VL-3B + GRPO 2026.04		62.95
InternVL2.5-78B 2026.06		61.6
Qwen2.5-VL-32B 2026.06		61.5
Qwen2.5-VL-72B 2026.06		58
AVATAR 2025.08		57.8
AVATAR 2025.08		57
Qwen2.5-VL-7B + GRPO 2025.08		56.3
AVATAR 2025.08		56.2
AVATAR 2025.08		55.6
Claude-3.7-Sonnet 2026.06		55.3
Qwen2.5-VL-7B-Instruct 2026.06		53.66
OpenVLThinker-7B 2025.08		53.5
VLAAThinker-VL-7B 2025.08		51.7
NoisyRollout-7B 2026.04		50
GPT-4o 2026.06		49.9
Qwen2.5-VL-7B 2025.08		47.9
Qwen2.5-VL-7B 2026.04		43.04
Qwen2.5-VL-3B 2026.04		37.37