Visual Mathematical Reasoning on MathVista mini (Accuracy)

82.5Accuracy

Qwen3-VL-32B-Instruct

Updated 1mo ago

Evaluation Results

Method	Links
Qwen3-VL-32B-Instruct 2026.03		82.5
Qwen3-VL-32B-Instruct 2026.03		81.8
OpenMMReasoner-7B 2026.06		79.5
RL-Evol + Verifier (full VeriEvol) 2026.06		79
RL-Evol 2026.06		78.1
Qwen3-VL-8B-Instruct 2026.03		77.1
RL-Origin 2026.06		77
VeriEvol-SFT (VeriEvol-SFT-Init) 2026.06		76.6
Qwen3-VL-8B-Instruct 2026.03		76.4
Phi-4-reasoning-vision-15B 2026.03		75.2
Seed-only SFT 2026.06		74.1
VL-Rethinker-7B 2026.06		73.7
ReVisual-R1-7B 2026.06		73.1
MM-Eureka-Qwen-7B 2026.06		72.6
OVR-7B 2026.06		72.1
MMR1-Math-v0 2026.06		72
ThinkLite-VL-7B 2026.06		71.6
WeThink-7B 2026.06		70.9
InternVL3-8B 2026.06		70.5
Qwen2.5-VL-7B-Instruct 2026.06		69.2
Phi-4-reasoning-vision-15B 2026.03		68.7
VLAA-Thinker-7B 2026.06		68
Kimi-VL-A3B-Instruct 2026.03		67.1
OpenVLThinker-7B 2026.06		65.3
gemma-3-12b-it 2026.03		57.4
Phi-4-mm-instruct 2026.03		50.5