datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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
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Recall@5… See the full description on the dataset page: https://huggingface.co/datasets/prometheus04/canva-visual-search-embeddings.visual-search-catalogrl_data_de_visual_search_filtered_wo_image_hintrl_data_mo_visual_search_filtered_wo_image_hint