Text-to-Multimodal Retrieval on EDIS
59.4Recall@5CLIP-SF
Evaluation results
| Method | Links | |
|---|---|---|
| CLIP-SFRetrieval Strategy=Embedding-based, Fusion Strategy=Score-level Fusion, Re-ranking=false, Retrieval Pool=Task-specific2025.03 | 59.4 | |
| CLIP-SFApproach=Embedding-based, Fusion=SF2025.03 | 59.4 | |
| BLIP-FFRetrieval Strategy=Embedding-based, Fusion Strategy=Feature-level Fusion, Re-ranking=false, Retrieval Pool=Task-specific2025.03 | 50.9 | |
| BLIP-FFApproach=Embedding-based, Fusion=FF2025.03 | 50.3 | |
| GENIUSRetrieval Strategy=Generative, Fusion Strategy=None, Re-ranking=true, Retrieval Pool=Task-specific2025.03 | 44.3 | |
| GENIUSApproach=Generative, Re-ranking=true2025.03 | 44.1 | |
| GENIUSRetrieval Strategy=Generative, Fusion Strategy=None, Re-ranking=false, Retrieval Pool=Task-specific2025.03 | 37 | |
| GENIUSApproach=Generative2025.03 | 36.6 |