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cs.CV 1

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2026 1

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Vero: An Open RL Recipe for General Visual Reasoning

cs.CV · 2026-04-06 · unverdicted · novelty 6.0

Vero is an open VLM family trained via RL on Vero-600K (600K samples from 59 datasets across six categories) with task-routed rewards, achieving SOTA gains of 3.6-5.3 points on 30 visual reasoning benchmarks.

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  • Vero: An Open RL Recipe for General Visual Reasoning cs.CV · 2026-04-06 · unverdicted · none · ref 3

    Vero is an open VLM family trained via RL on Vero-600K (600K samples from 59 datasets across six categories) with task-routed rewards, achieving SOTA gains of 3.6-5.3 points on 30 visual reasoning benchmarks.