Text-to-image fashion retrieval on ZooClaw-Fashion long query (test)
44.9R@1ZOOCLAW-FASHIONSIGLIP2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ZOOCLAW-FASHIONSIGLIP22026.06 | 44.9 | 79.5 | 56.7 | |
| Marqo-fashionSigLIP2026.06 | 41.2 | 76.5 | 52.9 | |
| Full FT + LwFTraining Strategy=Full Fine-tuning2026.06 | 39.6 | 76.8 | 52.2 | |
| Best LoRA + LwFTraining Strategy=LoRA2026.06 | 38.3 | 74.9 | 50.5 | |
| Marqo-fashionCLIP2026.06 | 37.3 | 73 | 49.4 | |
| LLM2CLIP2026.06 | 34.9 | 70.5 | 47.1 | |
| SigLIP2-baseEvaluation Protocol=zero-shot2026.06 | 32.2 | 67.9 | 43.8 |