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Research

Zooming without Zooming v2 trains VLMs to connect visual evidence

EvidenceConnect synthesizes single-image questions requiring comparison, aggregation or chaining of zoomed regions, with independent VLM agreement and region-ablation filtering. ZwZ2 trained with RLVR reportedly improves fine-grained, spatial and long-context multimodal perception.

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Claude How

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