Image-to-image retrieval on NIGHTS (held-out)
33Recall@5UniIR-BLIPFF
Evaluation Results
| Method | Links | |
|---|---|---|
| UniIR-BLIPFFEvaluation Protocol=Supervised2026.06 | 33 | |
| UniIR-CLIPSFEvaluation Protocol=Supervised2026.06 | 32 | |
| ELVA-7B*Evaluation Protocol=Zero-shot, Training Exposure=Trained on other tasks without exposure to the three held-out tasks2026.06 | 28.2 | |
| LamRA-Ret*Evaluation Protocol=Zero-shot, Training Exposure=Trained on other tasks without exposure to the three held-out tasks2026.06 | 27.2 | |
| Vision-R1Evaluation Protocol=Zero-shot2026.06 | 22.9 | |
| Qwen2.5-VLEvaluation Protocol=Zero-shot2026.06 | 20.3 |