Image-to-Text Retrieval on INRIA-Websearch
52.9MAP (Noise 0.2)NIRNL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NIRNLReference=ours2025.12 | 52.9 | 52.2 | 51.6 | 49.9 | 52 | |
| RSHNLReference=AAAI'252025.12 | 52.7 | 52 | 49.8 | 42.7 | 49.5 | |
| GNN4CMRReference=TPAMI'232025.12 | 47.3 | 42 | 35.8 | 29.9 | 38.2 | |
| DRCLReference=TMM'252025.12 | 47.2 | 34.7 | 17.4 | 5.5 | 25.6 | |
| RONOReference=CVPR'232025.12 | 44.4 | 41.9 | 38.2 | 34.5 | 39.4 | |
| NRCHReference=ACM MM'242025.12 | 42.3 | 42.1 | 41.1 | 40.6 | 42.2 | |
| DHRLReference=TBD'242025.12 | 37.1 | 24.3 | 14 | 6.2 | 20.5 | |
| CIRHReference=TKDE'222025.12 | 30.9 | 30.9 | 30.9 | 30.9 | 31.1 | |
| ALGCNReference=TMM'212025.12 | 29.6 | 17.4 | 6.7 | 2.4 | 13.6 | |
| UCCHReference=TPAMI'232025.12 | 7.4 | 7.4 | 7.4 | 7.4 | 6.8 | |
| DGCPNReference=AAAI'212025.12 | 4.6 | 4.6 | 4.6 | 4.6 | 4.5 |