Composed Image Retrieval on LaSCo (val)
7.59Recall@1CSMCIR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CSMCIR2026.01 | 7.59 | 24.02 | 33.38 | 59.21 | 90.48 | — | 42.94 | |
| CASE2023.03 | 7.08 | 18.5 | 26.16 | 50.25 | 85.46 | 91.48 | — | |
| CASE2026.01 | 7.08 | 18.5 | 26.16 | 50.25 | 85.46 | — | 37.49 | |
| LF-BLIP2023.03 | 4.26 | 12.01 | 17.11 | 36.54 | 74.62 | 83.55 | — | |
| LF-BLIP2026.01 | 4.26 | 12.01 | 17.11 | 36.54 | 74.62 | — | 28.91 | |
| LF-CLIP2023.03 | 4.01 | 10.23 | 14.68 | 32.08 | 72.69 | 83.32 | — | |
| LF-CLIP2026.01 | 4.01 | 10.23 | 14.68 | 32.08 | 72.69 | — | 26.74 | |
| CASEModality=Text-Only2023.03 | 2.39 | 6.89 | 10.39 | 24.92 | 61.23 | 71.23 | — | |
| CASEModality=Image-Only2023.03 | 2.21 | 7.39 | 11.82 | 30.62 | 72.64 | 82.46 | — | |
| Random2023.03 | 0 | 0.01 | 0.03 | 0.13 | 1.26 | 2.51 | — | |
| Random2026.01 | 0 | 0.01 | 0.03 | 0.13 | 1.26 | — | 0.72 |