Text-to-Image Retrieval on INRIA-Websearch
53.4MAP (Noise 0.2)RSHNL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RSHNLReference=AAAI'252025.12 | 53.4 | 52.3 | 50.4 | 43 | 49.5 | |
| NIRNLReference=ours2025.12 | 53.3 | 52.8 | 52.5 | 50.8 | 52 | |
| GNN4CMRReference=TPAMI'232025.12 | 47.1 | 40.9 | 34.4 | 28.3 | 38.2 | |
| DRCLReference=TMM'252025.12 | 46.5 | 32.4 | 16.2 | 5.1 | 25.6 | |
| RONOReference=CVPR'232025.12 | 44.4 | 42.1 | 37.4 | 32.6 | 39.4 | |
| NRCHReference=ACM MM'242025.12 | 43.6 | 43.4 | 42.6 | 41.9 | 42.2 | |
| DHRLReference=TBD'242025.12 | 37.3 | 24.1 | 13.7 | 7.1 | 20.5 | |
| CIRHReference=TKDE'222025.12 | 31.2 | 31.2 | 31.2 | 31.2 | 31.1 | |
| ALGCNReference=TMM'212025.12 | 28.1 | 16 | 6.2 | 2.1 | 13.6 | |
| UCCHReference=TPAMI'232025.12 | 6.2 | 6.2 | 6.2 | 6.2 | 6.8 | |
| DGCPNReference=AAAI'212025.12 | 4.4 | 4.4 | 4.4 | 4.4 | 4.5 |