Text-to-Image Retrieval on VisualNews
42.6Recall@5CLIP-SF
Evaluation results
| Method | Links | |
|---|---|---|
| CLIP-SFRetrieval Strategy=Embedding-based, Fusion Strategy=Score-level Fusion, Re-ranking=false, Retrieval Pool=Task-specific2025.03 | 42.6 | |
| CLIP-SFRetrieval Pool=Global (5.6M items), Approach=Embedding-based, Fusion=Score-level (SF)2025.03 | 42.6 | |
| GENIUSRetrieval Strategy=Generative, Fusion Strategy=None, Re-ranking=true, Retrieval Pool=Task-specific2025.03 | 27.4 | |
| GENIUSRetrieval Pool=Global (5.6M items), Approach=Generative, Re-ranking=true2025.03 | 27.3 | |
| BLIP-FFRetrieval Strategy=Embedding-based, Fusion Strategy=Feature-level Fusion, Re-ranking=false, Retrieval Pool=Task-specific2025.03 | 23.4 | |
| BLIP-FFRetrieval Pool=Global (5.6M items), Approach=Embedding-based, Fusion=Feature-level (FF)2025.03 | 23 | |
| GENIUSRetrieval Strategy=Generative, Fusion Strategy=None, Re-ranking=false, Retrieval Pool=Task-specific2025.03 | 18.5 | |
| GENIUSRetrieval Pool=Global (5.6M items), Approach=Generative2025.03 | 18.5 |