Image-to-Text Retrieval on XMedia
92.5MAP (Noise 0.2)NIRNL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NIRNLReference=ours2025.12 | 92.5 | 92.1 | 91.6 | 91.3 | 91.8 | |
| RSHNLReference=AAAI'252025.12 | 91.2 | 90.2 | 87.8 | 86.2 | 88.6 | |
| RONOReference=CVPR'232025.12 | 90.7 | 90.1 | 88.8 | 87.6 | 89.5 | |
| DHRLReference=TBD'242025.12 | 90.6 | 86.6 | 73.5 | 43.8 | 73.9 | |
| NRCHReference=ACM MM'242025.12 | 88.4 | 89.7 | 85.5 | 84.8 | 87.6 | |
| ALGCNReference=TMM'212025.12 | 85.6 | 74.7 | 44.3 | 14.1 | 53.5 | |
| GNN4CMRReference=TPAMI'232025.12 | 85.4 | 80.6 | 69.5 | 43.9 | 69.6 | |
| CIRHReference=TKDE'222025.12 | 83.9 | 83.9 | 83.9 | 83.9 | 83 | |
| DRCLReference=TMM'252025.12 | 83.2 | 64 | 35.8 | 12.2 | 48.9 | |
| UCCHReference=TPAMI'232025.12 | 78.6 | 78.6 | 78.6 | 78.6 | 79.1 | |
| DGCPNReference=AAAI'212025.12 | 48.4 | 48.4 | 48.4 | 48.4 | 41 |