Text-to-Image Retrieval on XMedia
92MAP (Noise 0.2)NIRNL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NIRNLReference=ours2025.12 | 92 | 91.6 | 92 | 91.2 | 91.8 | |
| RONOReference=CVPR'232025.12 | 91.7 | 90.6 | 89.4 | 87.4 | 89.5 | |
| RSHNLReference=AAAI'252025.12 | 91.2 | 90 | 87.1 | 84.9 | 88.6 | |
| DHRLReference=TBD'242025.12 | 91.1 | 86.5 | 73.3 | 45.5 | 73.9 | |
| NRCHReference=ACM MM'242025.12 | 89.8 | 90.6 | 86.1 | 85.9 | 87.6 | |
| GNN4CMRReference=TPAMI'232025.12 | 85.1 | 80.5 | 68.6 | 43.2 | 69.6 | |
| ALGCNReference=TMM'212025.12 | 84.6 | 72.3 | 40.2 | 12.1 | 53.5 | |
| CIRHReference=TKDE'222025.12 | 82 | 82 | 82 | 82 | 83 | |
| DRCLReference=TMM'252025.12 | 81.5 | 64.2 | 37.1 | 13.4 | 48.9 | |
| UCCHReference=TPAMI'232025.12 | 79.5 | 79.5 | 79.5 | 79.5 | 79.1 | |
| DGCPNReference=AAAI'212025.12 | 33.6 | 33.6 | 33.6 | 33.6 | 41 |