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bunny127/EviLens

EviLens Images for EviLens, a human-verified benchmark of 688 instances for evaluating perception under insufficient evidence — cases where a single glance at the image is not enough to produce the required perceptual output. Conventional perception benchmarks assume the image plus the model's parametric knowledge suffice to resolve the query. EviLens deliberately breaks that assumption in three ways: the target may be too small to resolve without inspecting the image at a finer… See the full description on the dataset page: https://huggingface.co/datasets/bunny127/EviLens.

Author / organizationbunny127
License (as declared)cc-by-nc-4.0
Downloads270 (as reported by Hugging Face)
Likes0
Created29 September 2026
Last updated at source13 October 2026
multimodalagentperceptionvisual-groundingsegmentationcountingbenchmarktool-use
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