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Accuracy on Mathematical Reasoning on MathVista

82.1Accuracy (MathVista Reasoning)Octopus
65.04469.47273.978.328Jul 8, 2026

Evaluation results

MethodLinks
OctopusParameters=8B2026.0782.1
AnEParameters=7B2026.0781.2
SRPOParameters=7B2026.0775.8
VL-RethinkerParameters=7B2026.0774.4
BUS-8BParameters=8B2026.0772.6
Solution-backParameters=7B2026.0772.3
InternVL3-8BParameters=8B2026.0771.6
OpenVLThinkerParameters=7B2026.0771.2
BUS-7BParameters=7B2026.0771
Vision-R1Parameters=7B2026.0770.6
VLAA-ThinkerParameters=7B2026.0769.7
Qwen2.5-VL-7BParameters=7B2026.0768.2
Qwen3-VL-8BParameters=8B2026.0765.7