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Mathematical Reasoning on MathVerse V

67.8Accuracy

EASE-7B

Updated 2d ago

Evaluation Results

Method	Links
EASE-7B 2026.05		67.8
VPPO-RL-7B 2026.05		67.6
VGPO-7B 2026.05		67.6
PAPO_D-7B 2026.05		66.6
VL-Rethinker-7B 2026.05		64.8
MM-Eureka-7B 2026.05		63.6
PVM-8B (SFT + GRPO) 2026.05		59.8
PEARL-8B 2026.05		58.9
Qwen3-VL-8B (SFT + GRPO) 2026.05		58.5
Euclid-8B 2026.05		57.9
Qwen3-VL-8B (LoRA-SFT + GRPO) 2026.05		57.6
PVM-8B (SFT) 2026.05		57.5
OneThinker-8B 2026.05		57.4
Qwen3-VL-8B (SFT) 2026.05		56.9
ICoT 2026.05		56.1
CoMemo 2026.05		55
Qwen3-VL-8B (LoRA-SFT) 2026.05		55
PVM-4B (SFT + GRPO) 2026.05		55
Qwen3-VL-4B (SFT + GRPO) 2026.05		54.6
PVM-4B (SFT) 2026.05		54.4
Qwen3-VL-4B (LoRA-SFT + GRPO) 2026.05		54.2
MemVR 2026.05		52.9
Qwen3-VL-8B-Instruct 2026.05		52.9
Qwen3-VL-4B (SFT) 2026.05		52.7
Qwen3-VL-4B-Instruct 2026.05		52.4
Qwen3-VL-4B (LoRA-SFT) 2026.05		52.4
NoisyRollout-7B 2026.05		51.7
ThinkLite-VL-7B 2026.05		30.9