Image-Text Retrieval on IIW (test)
77.9Recall@1DreamLIP-3m
Evaluation results
| Method | Links | |
|---|---|---|
| DreamLIP-3mMethod Category=Fine-grained models2026.03 | 77.9 | |
| C2LIPMethod Category=Models fine-tuned by us2026.03 | 76.4 | |
| FG-CLIPMethod Category=Fine-grained models2026.03 | 75.6 | |
| SigLIPBackbone=ViT-B/16, Fine-tuning Dataset=CC3M, Method Category=Models fine-tuned by us2026.03 | 75.5 | |
| SigLIPBackbone=ViT-B/162026.03 | 75.3 | |
| CLICMethod Category=Composition-aware models2026.03 | 73.4 | |
| FLAIR-3mMethod Category=Fine-grained models2026.03 | 72.8 | |
| CLIP (OpenAI)Backbone=ViT-B/162026.03 | 71.3 | |
| LLIPMethod Category=Fine-grained models2026.03 | 70.7 | |
| CLIP (OpenAI)Backbone=ViT-B/322026.03 | 69.5 | |
| SLVC-RLMethod Category=Composition-aware models2026.03 | 67.3 | |
| FineCLIPMethod Category=Fine-grained models2026.03 | 67.1 | |
| CoN-CLIPMethod Category=Composition-aware models2026.03 | 67.1 | |
| NegCLIPMethod Category=Composition-aware models2026.03 | 66.4 | |
| SLVC-RMethod Category=Composition-aware models2026.03 | 66.1 | |
| TripletCLIPMethod Category=Composition-aware models2026.03 | 62.5 | |
| DAC-SAMMethod Category=Composition-aware models2026.03 | 50.6 | |
| CE-CLIPMethod Category=Composition-aware models2026.03 | 50.1 | |
| DAC-LLMMethod Category=Composition-aware models2026.03 | 43.9 | |
| Codebook-CLIPMethod Category=Codebook-based models2026.03 | 0.7 | |
| IL-CLIPMethod Category=Codebook-based models2026.03 | 0.7 |