September 25, 2025Open Access

Simple o3: Towards Interleaved Vision-Language Reasoning

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Simple O3 enhances vision-language reasoning performance through effective integration of dynamic tool interactions.
Experiments indicate that visual token utilization significantly boosts the model's fine-grained perception.
The proposed framework incorporates a systematic data synthesis pipeline, yielding the open-source TWI-Tools-146K dataset.
Novel interleaved reasoning strategies demonstrate measurable improvements in understanding visual contexts and focus.

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Assessment shows Simple O3 boosts vision-language reasoning through advanced techniques, suggesting improved performance in multimodal tasks.

Wang et al. (2025) studied this question.

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Assessment shows Simple O3 boosts vision-language reasoning through advanced techniques, suggesting improved performance in multimodal tasks.