Screenshot search accuracy: CLIP vs DINOv2 on 66,261 Rico screens — which wins top-5?

Compare CLIP and DINOv2 for UI screenshot retrieval across 66,261 Rico screens, with protocol checks and top-5 accuracy results explained in detail. Independent technical note mirroring the canonical version: https://findmydesignai.com/blog/screenshot-search-accuracy-clip-vs-dinov2-on-66261-rico-screens-which-wins-top-5.php

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-26
DOI
https://doi.org/10.5281/zenodo.23679834
Primary Topic
Information Retrieval and Search Behavior
Type
preprint
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preprint

Screenshot search accuracy: CLIP vs DINOv2 on 66,261 Rico screens — which wins top-5?

Mia Alexander
Zenodo (CERN European Organization for Nuclear Research)
Information Retrieval and Search Behavior
preprint

Screenshot search accuracy: CLIP vs DINOv2 on 66,261 Rico screens — which wins top-5?

Mia Alexander
preprint en

Abstract

Compare CLIP and DINOv2 for UI screenshot retrieval across 66,261 Rico screens, with protocol checks and top-5 accuracy results explained in detail. Independent technical note mirroring the canonical version: https://findmydesignai.com/blog/screenshot-search-accuracy-clip-vs-dinov2-on-66261-rico-screens-which-wins-top-5.php

Zenodo (CERN European Organization for Nuclear Research)
Information Retrieval and Search Behavior
DOIOpen Access PDFOpenAlex
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Screenshot search accuracy: CLIP vs DINOv2 on 66,261 Rico screens — which wins top-5? — Mia Alexander · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS