Multimodal Retrieval on MT-FIQ
68.3Recall@5V-Retrver-7B
Evaluation Results
| Method | Links | |
|---|---|---|
| V-Retrver-7BZero-shot=true, Query format=(q_i + q_t) -> c_i2026.02 | 68.3 | |
| U-MARVEL+Reranker=true2025.07 | 66.3 | |
| U-MARVELReranker=false2025.07 | 65.7 | |
| LamRA-7BZero-shot=true, Query format=(q_i + q_t) -> c_i2026.02 | 63.9 | |
| LamRAReranker=true2025.07 | 63.9 | |
| LamRA-RetReranker=false2025.07 | 60.9 | |
| MM-Embed-7BZero-shot=true, Query format=(q_i + q_t) -> c_i2026.02 | 59 | |
| UniIR-CLIPZero-shot=true, Query format=(q_i + q_t) -> c_i2026.02 | 39.4 | |
| UniIR-CLIP_SFReranker=false2025.07 | 39.4 | |
| MagicLens-LZero-shot=true, Query format=(q_i + q_t) -> c_i2026.02 | 22.6 | |
| MagicLens-LReranker=false2025.07 | 22.6 | |
| E5-VZero-shot=true, Query format=(q_i + q_t) -> c_i2026.02 | 19.2 | |
| E5-VReranker=false2025.07 | 19.2 | |
| CLIP-LZero-shot=true, Query format=(q_i + q_t) -> c_i2026.02 | 17.7 | |
| CLIP-LReranker=false2025.07 | 17.7 |