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General Visual Reasoning on Super-CLEVR Counting

86.5AccuracyThinkLite-VL-7B
64.1469.94575.7581.555Feb 25, 2026

Evaluation results

MethodLinks
ThinkLite-VL-7BParameters=7B2026.0286.5
RuCL2026.0285.5
Qwen2.5-VL-32BParameters=32B2026.0285.36
Vision-R1-7BParameters=7B2026.0283.27
InternVL2.5-38BParameters=38B2026.0282.77
Perception-R1-7BParameters=7B2026.0282.3
R1-Onevision-7BParameters=7B2026.0278.45
MM-Eureka-7BParameters=7B2026.0275.5
InternVL2.5-8BParameters=8B2026.0274.83
Qwen2.5-VL-7BParameters=7B2026.0273.5
VL-Rethinker-7BParameters=7B2026.0268.5
OpenVLThinker-7BParameters=7B2026.0265