Composed Image Retrieval on PinPoint (test)
29mAP@10
MMRet-MLLM-S1 + Reranking
Updated 2mo ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2026.03 | 29 | 29.5 | 2.01 | 5.6 | 19.1 | |
| 27.2 | 28.1 | 3.46 | 6.2 | 19.3 | ||
2026.03 | 26.6 | 28.5 | 6.93 | 9 | 17.4 | |
2026.03 | 23.6 | 25.5 | 7.94 | 9.4 | 18 | |
2026.03 | 23.6 | 24.4 | 3.45 | 7.4 | 20.8 | |
2026.03 | 23.1 | 23.8 | 3.14 | 7.8 | 20.1 | |
2026.03 | 22.4 | 23.8 | 6.38 | 9.1 | 16.2 | |
2026.03 | 20.3 | 23.9 | 18.03 | 15.1 | 14.9 | |
2026.03 | 17.8 | 19.7 | 10.89 | 12 | 18.8 | |
2026.03 | 15.5 | 17.8 | 14.41 | 15.1 | 18.2 | |
2026.03 | 15.3 | 17.3 | 12.72 | 12.3 | 17.6 | |
2026.03 | 11.1 | 12.8 | 15.78 | 15.9 | 15.2 | |
2026.03 | 11 | 13.5 | 23.47 | 14.1 | 15.2 | |
| 8.7 | 8.9 | 2.71 | 3.9 | 14.9 | ||
2026.03 | 4.6 | 6.8 | 45.63 | 15.3 | 10.6 | |
2026.03 | 4.4 | 6.2 | 39.87 | 7.2 | 11.4 | |
2026.03 | 4.3 | 6.5 | 48.78 | 8.4 | 11.5 | |
2026.03 | 3.1 | 3.3 | 4.95 | 1.8 | 8.7 | |
2026.03 | 1.7 | 3 | 77.09 | 16.4 | 3.7 |