RGB-Infrared Cross-Modality Person Re-Identification on SYSU-MM01 (All Search Single-Shot)
74.79mAPCIFT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CIFTBackbone=ResNet-50, Input Resolution=288 × 144, Inference Feature Type=transferred graph features2022.08 | 74.79 | 74.08 | — | — | |
| PartMixSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 74.62 | 77.78 | — | — | |
| MSCLNetSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 71.64 | 76.99 | — | — | |
| MPANetSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 68.24 | 70.58 | — | — | |
| MPANetBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 68.24 | 70.58 | — | — | |
| CIFT†Backbone=ResNet-50, Input Resolution=288 × 144, Inference Feature Type=backbone features2022.08 | 67.64 | 71.77 | — | — | |
| cm-SSFTSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 63.2 | 61.6 | — | — | |
| cm-SSFTBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 63.2 | 61.6 | — | — | |
| MCLNetBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 61.98 | 65.4 | — | — | |
| SMCLSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 61.78 | 67.39 | — | — | |
| SMCLBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 61.78 | 67.39 | — | — | |
| SIMSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 60.88 | 56.93 | — | — | |
| CIMABackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 59.3 | 57.2 | — | — | |
| DG-VAESearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 58.46 | 59.49 | — | — | |
| HCTBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 57.51 | 61.68 | — | — | |
| COALSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 57.2 | 57.22 | — | — | |
| HCBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 54.95 | 56.96 | — | — | |
| cm-SSFT(sq)Backbone=ResNet-50, Input Resolution=288 × 1442022.08 | 54.1 | 47.7 | — | — | |
| DDAGBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 53.02 | 54.75 | — | — | |
| CMM+CMLSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 51.21 | 51.8 | — | — | |
| XIV-ReIDSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 50.73 | 49.92 | — | — | |
| DFESearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 48.59 | 48.71 | — | — | |
| AGWBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 47.65 | 47.5 | — | — | |
| AlignGANSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 40.7 | 42.4 | — | — | |
| AlignGANBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 40.7 | 42.4 | — | — | |
| JSIA-ReIDSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 36.9 | 38.1 | — | — | |
| JSIA-ReIDBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 36.9 | 38.1 | — | — | |
| SNRVenue=This work2020.05 | 33.9 | 34.6 | 75.9 | 86.6 | |
| D2RLVenue=CVPR'192020.05 | 29.2 | 28.9 | 70.6 | 82.4 | |
| D2RLSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 29.2 | 28.9 | — | — | |
| D2RLBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 29.2 | 28.9 | — | — | |
| cmGANVenue=IJCAI' 182020.05 | 27.8 | 27 | 67.5 | 80.6 | |
| cmGANSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 27.8 | 26.97 | — | — | |
| cmGANBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 27.8 | 26.97 | — | — | |
| BaselineVenue=This work2020.05 | 25.5 | 26.3 | 66.7 | 80.2 | |
| D-HSMEVenue=AAAI' 192020.05 | 23.2 | 20.7 | 62.8 | 78 | |
| BDTRVenue=IJCAI' 182020.05 | 19.7 | 17.1 | 55.5 | 72 | |
| BCTRVenue=IJCAI' 182020.05 | 19.2 | 16.2 | 54.9 | 71.5 | |
| HCMLVenue=AAAI' 182020.05 | 16.2 | 14.3 | 53.2 | 69.2 | |
| Zero-PaddingVenue=ICCV'172020.05 | 16 | 14.8 | 52.2 | 71.4 | |
| Zero-PaddingSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 15.95 | 14.8 | — | — | |
| Zero-PadBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 15.95 | 14.8 | — | — | |
| TONEVenue=AAAI' 182020.05 | 14.4 | 12.5 | 50.7 | 68.6 | |
| One-streamVenue=ICCV'172020.05 | 13.7 | 12.1 | 49.7 | 66.8 | |
| One-streamSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 13.67 | 12.04 | — | — | |
| Two-streamVenue=ICCV'172020.05 | 12.9 | 11.7 | 48 | 65.5 | |
| Two-streamSearch Mode=All-Search, Shot Mode=Single-Shot2023.04 | 12.85 | 11.65 | — | — | |
| GSMVenue=TPAMI' 172020.05 | 8 | 5.29 | 33.7 | 53 | |
| LOMOVenue=CVPR'152020.05 | 4.53 | 3.64 | 23.2 | 37.3 | |
| HOGVenue=CVPR'052020.05 | 4.24 | 2.76 | 18.3 | 32 | |
| MLBPVenue=ICCV'152020.05 | 3.86 | 2.12 | 16.2 | 28.3 |