Cross-modality Person Re-identification on RegDB Thermal to Visible (test)
70.49Rank-1 AccAGW baseline
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AGW baselineVenue=TPAMI 2022, Target Baseline Model=AGW baseline2024.01 | 70.49 | 87.21 | 91.84 | 65.9 | |
| DDAG baselineVenue=ECCV 2020, Target Baseline Model=DDAG baseline2024.01 | 68.06 | 85.15 | 90.31 | 61.8 | |
| FGSM attackVenue=ICLR 2015, Target Baseline Model=AGW baseline2024.01 | 65.42 | 81.98 | 87.2 | 60.12 | |
| PGD attackVenue=ICLR 2018, Target Baseline Model=AGW baseline2024.01 | 63.71 | 78.82 | 84.05 | 58.42 | |
| PGD attackVenue=ICLR 2018, Target Baseline Model=DDAG baseline2024.01 | 62.17 | 79.02 | 85.27 | 57.69 | |
| FGSM attackVenue=ICLR 2015, Target Baseline Model=DDAG baseline2024.01 | 60.94 | 78.35 | 84.09 | 56.91 | |
| M-FGSM attackVenue=TPAMI 2020, Target Baseline Model=DDAG baseline2024.01 | 25.83 | 42.12 | 49.76 | 19.33 | |
| ODFA attackVenue=IJCV 2023, Target Baseline Model=DDAG baseline2024.01 | 24.06 | 39.75 | 46.25 | 18.64 | |
| M-FGSM attackVenue=TPAMI 2020, Target Baseline Model=AGW baseline2024.01 | 23.64 | 40.36 | 48.61 | 18.57 | |
| ODFA attackVenue=IJCV 2023, Target Baseline Model=AGW baseline2024.01 | 17.26 | 33.27 | 42.92 | 15.27 | |
| LTA attackVenue=CVPR 2022, Target Baseline Model=AGW baseline2024.01 | 10.51 | 22.93 | 31.79 | 9.74 | |
| LTA attackVenue=CVPR 2022, Target Baseline Model=DDAG baseline2024.01 | 9.76 | 21.53 | 29.96 | 9.23 | |
| Col.+Del. attackVenue=TPAMI 2023, Target Baseline Model=AGW baseline2024.01 | 4.92 | 14.47 | 23.04 | 4.86 | |
| Col.+Del. attackVenue=TPAMI 2023, Target Baseline Model=DDAG baseline2024.01 | 4.23 | 12.75 | 20.82 | 4.05 | |
| Our attackVenue=NeurIPS 2024, Target Baseline Model=AGW baseline2024.01 | 1.93 | 11.44 | 19.3 | 3.46 | |
| Our attackVenue=NeurIPS 2024, Target Baseline Model=DDAG baseline2024.01 | 1.35 | 9.52 | 17.52 | 3.19 |