Multi-modal to text retrieval on InfoS (held-out)
49.2Recall@5ELVA-7B*
Evaluation results
| Method | Links | |
|---|---|---|
| ELVA-7B*Evaluation Protocol=Zero-shot, Training Exposure=Trained on other tasks without exposure to the three held-out tasks2026.06 | 49.2 | |
| LamRA-Ret*Evaluation Protocol=Zero-shot, Training Exposure=Trained on other tasks without exposure to the three held-out tasks2026.06 | 44 | |
| Vision-R1Evaluation Protocol=Zero-shot2026.06 | 42.9 | |
| Qwen2.5-VLEvaluation Protocol=Zero-shot2026.06 | 40.4 | |
| UniIR-CLIPSFEvaluation Protocol=Supervised2026.06 | 27.9 | |
| UniIR-BLIPFFEvaluation Protocol=Supervised2026.06 | 22.4 |