Text-to-Image Retrieval on NWPU (test)
13.62R@1RRSITR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RRSITRNoise Ratio=20%, Reference=Ours2026.03 | 13.62 | 38.89 | 54.62 | 43.58 | |
| RRSITRNoise Ratio=40%, Reference=Ours2026.03 | 12.56 | 36.67 | 52.51 | 41.21 | |
| RRSITRNoise Ratio=60%, Reference=Ours2026.03 | 11.19 | 34.13 | 49.76 | 38.17 | |
| KAMCLNoise Ratio=20%, Reference=TGRS’232026.03 | 9.12 | 30.4 | 46.23 | 33.95 | |
| RRSITRNoise Ratio=80%, Reference=Ours2026.03 | 8.75 | 28.03 | 42.59 | 32.13 | |
| PIRNoise Ratio=20%, Reference=ACMMM’232026.03 | 7.55 | 27.57 | 43.3 | 30.37 | |
| MSANoise Ratio=20%, Reference=TGRS’242026.03 | 6.69 | 24.96 | 40.33 | 23.81 | |
| CUPNoise Ratio=20%, Reference=TNNLS’252026.03 | 5.49 | 19.97 | 32.69 | 23.54 | |
| PIRNoise Ratio=40%, Reference=ACMMM’232026.03 | 5.03 | 19.98 | 33.91 | 22.03 | |
| CUPNoise Ratio=40%, Reference=TNNLS’252026.03 | 4.87 | 17.79 | 29.69 | 21.54 | |
| AMFMNNoise Ratio=20%, Reference=TGRS’222026.03 | 4.47 | 18.66 | 31.97 | 19.91 | |
| SEMICLIPNoise Ratio=20%, Reference=ICLR’252026.03 | 4.43 | 17.26 | 29.41 | 17.06 | |
| CUPNoise Ratio=60%, Reference=TNNLS’252026.03 | 3.58 | 13.91 | 23.9 | 16.59 | |
| KAMCLNoise Ratio=40%, Reference=TGRS’232026.03 | 3.25 | 13.9 | 24.13 | 12.84 | |
| SEMICLIPNoise Ratio=40%, Reference=ICLR’252026.03 | 3.16 | 13.27 | 23.14 | 13.25 | |
| PIRNoise Ratio=60%, Reference=ACMMM’232026.03 | 3.16 | 13.26 | 23.85 | 14.53 | |
| S-CLIPNoise Ratio=20%, Reference=NeurIPS’232026.03 | 2.86 | 11.77 | 21.19 | 11.93 | |
| SWANNoise Ratio=20%, Reference=ICMR’232026.03 | 2.72 | 11.85 | 21.69 | 11.85 | |
| AMFMNNoise Ratio=40%, Reference=TGRS’222026.03 | 2.62 | 11.76 | 21.59 | 12.43 | |
| CUPNoise Ratio=80%, Reference=TNNLS’252026.03 | 2.35 | 9.95 | 18.3 | 12.21 | |
| SIRSNoise Ratio=20%, Reference=TGRS’242026.03 | 2.22 | 10.59 | 19.65 | 11.43 | |
| S-CLIPNoise Ratio=40%, Reference=NeurIPS’232026.03 | 2.13 | 9.63 | 17.75 | 9.49 | |
| MSANoise Ratio=40%, Reference=TGRS’242026.03 | 2.12 | 9.82 | 18.75 | 9.9 | |
| SIRSNoise Ratio=40%, Reference=TGRS’242026.03 | 2.1 | 9.84 | 18.52 | 10.31 | |
| SEMICLIPNoise Ratio=60%, Reference=ICLR’252026.03 | 2.04 | 8.96 | 16.08 | 9.13 | |
| SWANNoise Ratio=40%, Reference=ICMR’232026.03 | 2.03 | 9.56 | 17.98 | 9.55 | |
| AMFMNNoise Ratio=60%, Reference=TGRS’222026.03 | 1.94 | 9.18 | 17.35 | 9.46 | |
| SIRSNoise Ratio=60%, Reference=TGRS’242026.03 | 1.92 | 8.8 | 16.64 | 9.09 | |
| SWANNoise Ratio=60%, Reference=ICMR’232026.03 | 1.77 | 8.47 | 15.95 | 8.23 | |
| AMFMNNoise Ratio=80%, Reference=TGRS’222026.03 | 1.69 | 8.06 | 15.43 | 8.09 | |
| HVSANoise Ratio=20%, Reference=TGRS’232026.03 | 1.68 | 7.96 | 15.5 | 9.81 | |
| MSANoise Ratio=60%, Reference=TGRS’242026.03 | 1.66 | 7.75 | 14.72 | 4.31 | |
| PIRNoise Ratio=80%, Reference=ACMMM’232026.03 | 1.44 | 7.03 | 13.91 | 7.86 | |
| SIRSNoise Ratio=80%, Reference=TGRS’242026.03 | 1.39 | 6.5 | 12.33 | 6.86 | |
| KAMCLNoise Ratio=60%, Reference=TGRS’232026.03 | 1.25 | 6.25 | 11.98 | 4.91 | |
| SWANNoise Ratio=80%, Reference=ICMR’232026.03 | 1 | 5.32 | 10.47 | 5.21 | |
| SEMICLIPNoise Ratio=80%, Reference=ICLR’252026.03 | 0.78 | 3.59 | 6.36 | 3.49 | |
| MSANoise Ratio=80%, Reference=TGRS’242026.03 | 0.52 | 2.24 | 4.09 | 1.24 | |
| HVSANoise Ratio=40%, Reference=TGRS’232026.03 | 0.14 | 0.65 | 1.23 | 0.66 | |
| S-CLIPNoise Ratio=60%, Reference=NeurIPS’232026.03 | 0.13 | 0.69 | 1.28 | 0.73 | |
| HVSANoise Ratio=80%, Reference=TGRS’232026.03 | 0.04 | 0.16 | 0.34 | 0.18 | |
| HVSANoise Ratio=60%, Reference=TGRS’232026.03 | 0.03 | 0.18 | 0.36 | 0.19 | |
| S-CLIPNoise Ratio=80%, Reference=NeurIPS’232026.03 | 0.03 | 0.17 | 0.33 | 0.17 | |
| KAMCLNoise Ratio=80%, Reference=TGRS’232026.03 | 0.02 | 0.17 | 0.31 | 0.15 |