RGB-Infrared Cross-Modality Person Re-Identification on SYSU-MM01 All Search Multi-shot
75.56mAPCIFT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CIFTBackbone=ResNet-50, Input Resolution=288 × 144, Inference Feature Type=transferred graph features2022.08 | 75.56 | 79.74 | — | — | |
| PartMixSearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 69.84 | 80.54 | — | — | |
| MPANetSearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 62.91 | 75.58 | — | — | |
| MPANetBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 62.91 | 75.58 | — | — | |
| CIFT†Backbone=ResNet-50, Input Resolution=288 × 144, Inference Feature Type=backbone features2022.08 | 62.46 | 78 | — | — | |
| cm-SSFTSearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 62 | 63.4 | — | — | |
| cm-SSFTBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 62 | 63.4 | — | — | |
| SMCLSearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 54.93 | 72.15 | — | — | |
| SMCLBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 54.93 | 72.15 | — | — | |
| CIMABackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 52.6 | 60.7 | — | — | |
| HCBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 48.02 | 62.09 | — | — | |
| CMM+CMLSearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 43.39 | 56.27 | — | — | |
| DFESearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 42.14 | 54.63 | — | — | |
| AlignGANSearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 33.9 | 51.5 | — | — | |
| AlignGANBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 33.9 | 51.5 | — | — | |
| JSIA-ReIDSearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 29.5 | 45.1 | — | — | |
| JSIA-ReIDBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 29.5 | 45.1 | — | — | |
| SNRVenue=This work2020.05 | 27.4 | 41.7 | 83.3 | 92.3 | |
| cmGANVenue=IJCAI' 182020.05 | 22.3 | 31.5 | 72.7 | 85 | |
| cmGANSearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 22.27 | 31.49 | — | — | |
| cmGANBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 22.27 | 31.49 | — | — | |
| BaselineVenue=This work2020.05 | 19.2 | 32.7 | 73.5 | 86.8 | |
| Zero-PaddingVenue=ICCV'172020.05 | 10.9 | 19.2 | 61.4 | 78.5 | |
| Zero-PaddingSearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 10.89 | 19.13 | — | — | |
| Zero-PadBackbone=ResNet-50, Input Resolution=288 × 1442022.08 | 10.89 | 19.13 | — | — | |
| One-streamVenue=ICCV'172020.05 | 8.59 | 16.3 | 58.2 | 75.1 | |
| One-streamSearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 8.59 | 16.26 | — | — | |
| Two-streamVenue=ICCV'172020.05 | 8.03 | 16.4 | 58.4 | 74.5 | |
| Two-streamSearch Mode=All-Search, Shot Mode=Multi-Shot2023.04 | 8.03 | 16.33 | — | — | |
| LOMOVenue=CVPR'152020.05 | 2.28 | 4.7 | 28.3 | 43.1 | |
| HOGVenue=CVPR'052020.05 | 2.16 | 3.82 | 22.8 | 37.7 |