prometheus04/canva-visual-search-embeddings
Visual Search Embedding Benchmark: Extending Canva's DINOv2 Evaluation Executive Summary This benchmark extends Canva's January 2025 engineering evaluation which chose DINOv2 for production image replacement. We test three newer models released since then against DINOv2 on 500 design-domain images (advertising posters from the CGL-Dataset). Key Findings Metric Winner Score vs DINOv2 Recall@1 facebook/dinov2-base 1.0000 — Recall@5… See the full description on the dataset page: https://huggingface.co/datasets/prometheus04/canva-visual-search-embeddings.
| Author / organization | prometheus04 |
|---|---|
| License (as declared) | cc-by-nc-sa-4.0 |
| Downloads | 188 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 5 April 2026 |
| Last updated at source | 29 April 2026 |
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