Text-to-Image Retrieval on RSITMD 40% noise ratio
19.27Recall@1 (R@1)RRSITR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RRSITRRef.=Ours2026.03 | 19.27 | 51.09 | 68.48 | 43.64 | |
| CUPRef.=TNNLS’252026.03 | 13.72 | 40.91 | 59.35 | 36.73 | |
| PIRRef.=ACMMM’232026.03 | 6.74 | 29.1 | 50.82 | 26.1 | |
| SWANRef.=ICMR’232026.03 | 6.27 | 27.8 | 48.71 | 24.66 | |
| AMFMNRef.=TGRS’222026.03 | 6.13 | 27.04 | 45.6 | 23.61 | |
| SEMICLIPRef.=ICLR’252026.03 | 6.09 | 22.1 | 34.52 | 20.77 | |
| SIRSRef.=TGRS’242026.03 | 5.97 | 26.86 | 44.85 | 23.88 | |
| MSARef.=TGRS’242026.03 | 5.24 | 22.35 | 37.53 | 16.98 | |
| KAMCLRef.=TGRS’232026.03 | 4.99 | 20.03 | 33.12 | 17.68 | |
| HVSARef.=TGRS’232026.03 | 4.85 | 19.87 | 36.48 | 19.12 | |
| S-CLIPRef.=NeurIPS’232026.03 | 3.05 | 11.33 | 19.82 | 11.87 |