Person Re-identification on VC-Clothes (CC)
91Top-1 AccCCIL (ViT)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CCIL (ViT)Backbone=ViT, Venue=Ours2023.05 | 91 | 86.4 | |
| A3PFNBackbone=ViT, Venue=PR’20252023.05 | 89.2 | 83.1 | |
| DLCRBackbone=CAL2024.11 | 87.1 | 81.1 | |
| DLCRYear=WACV’252026.03 | 87.1 | 81.1 | |
| MSP-ReIDYear=—2026.03 | 87.1 | 82.3 | |
| CAL + GEFF2022.11 | 86.7 | 84.4 | |
| PAH-NetYear=IJON’242026.03 | 86.4 | 86.1 | |
| QA-ReIDVenue=-2026.01 | 86.3 | 86.1 | |
| CAL (baseline)Venue=CVPR '222024.11 | 85.8 | 79.8 | |
| FIRE2Backbone=ResNet50, Pretrain dataset=ClonedPerson2024.10 | 85.1 | 85 | |
| BSGAYear=BMVC’222026.03 | 84.5 | 84.3 | |
| FIRE2Backbone=ResNet50, Pretrain dataset=UnrealPerson2024.10 | 84 | 84.8 | |
| STL and ACLYear=-2026.03 | 83.9 | 85.2 | |
| CCATLearning Protocol=Supervised (LT-ReID), Reference=IJCNN'222023.05 | 83.5 | 76.8 | |
| TransReIDBackbone=ViT, Pretrain dataset=CCUP2024.10 | 83.3 | 83.1 | |
| MCSCVenue=TIP242026.01 | 83.3 | 83.2 | |
| PSYear=SPL’212026.03 | 82.4 | 80.3 | |
| FIRE2Backbone=ResNet50, Pretrain dataset=CCUP2024.10 | 81.6 | 81.3 | |
| CAL2022.11 | 81.4 | 81.7 | |
| CALBackbone=ResNet502024.10 | 81.4 | 81.7 | |
| CALYear=CVPR’222026.03 | 81.4 | 81.7 | |
| 3DSL2022.11 | 79.9 | 81.2 | |
| 3DSLVenue=CVPR '212024.11 | 79.9 | 81.2 | |
| 3DSLBackbone=ResNet502024.10 | 79.9 | 81.2 | |
| FSAM2022.11 | 78.6 | 78.9 | |
| FSAMLearning Protocol=Supervised (LT-ReID), Reference=CVPR'212023.05 | 78.6 | 78.9 | |
| FSAMVenue=CVPR '212024.11 | 78.6 | 78.9 | |
| FSAMBackbone=ResNet502024.10 | 78.6 | 78.9 | |
| FSAMYear=CVPR’212026.03 | 78.6 | 78.9 | |
| FIRE2Backbone=ResNet502024.10 | 78 | 78.9 | |
| FIRE2Backbone=ResNet50, Pretrain dataset=PersonX2024.10 | 76.1 | 77.2 | |
| AIMBackbone=ResNet502024.10 | 74.1 | 73.7 | |
| TransReIDBackbone=ViT, Pretrain dataset=ClonedPerson2024.10 | 73.6 | 71.8 | |
| TransReIDBackbone=ViT2024.10 | 73.1 | 74.3 | |
| TransReIDBackbone=ViT, Pretrain dataset=UnrealPerson2024.10 | 72.2 | 74.4 | |
| TransReIDBackbone=ViT, Pretrain dataset=PersonX2024.10 | 72 | 73.8 | |
| SiCLLearning Protocol=Unsupervised, Reference=Ours2023.05 | 71.7 | 63.9 | |
| RGA-SCLearning Protocol=Supervised (LT-ReID), Reference=CVPR'202023.05 | 71.1 | 67.4 | |
| TransReIDVenue=ICCV212026.01 | 70 | 71.8 | |
| Part-align2022.11 | 69.4 | 67.3 | |
| GI-ReIDVenue=CVPR '222024.11 | 64.5 | 57.8 | |
| GI-REIDBackbone=ResNet502024.10 | 63.7 | 59 | |
| InsightFace2022.11 | 63.1 | 34.4 | |
| PCB2022.11 | 62 | 62.2 | |
| HACNNLearning Protocol=Supervised (LT-ReID), Reference=CVPR'182023.05 | 62 | 62.2 | |
| PCBBackbone=ResNet502024.10 | 62 | 62.3 | |
| PCBVenue=ECCV182026.01 | 62 | 62.3 | |
| PCBYear=ECCV’182026.03 | 62 | 62.2 | |
| MDLA2022.11 | 59.2 | 60.8 | |
| MDLAYear=ICCV’172026.03 | 59.2 | 60.8 | |
| CACILearning Protocol=Unsupervised, Reference=TIP'222023.05 | 58.9 | 49.7 | |
| GI-ReIDVenue=CVPR222026.01 | 57.8 | 64.5 | |
| CALVenue=CVPR222026.01 | 55.2 | 55.8 | |
| C3ABLearning Protocol=Unsupervised, Reference=PR'222023.05 | 52 | 44.1 | |
| SpCLLearning Protocol=Unsupervised, Reference=NeurIPS'202023.05 | 46.2 | 38.2 | |
| PCBLearning Protocol=Supervised (ST-ReID), Reference=ECCV'182023.05 | 34.5 | 30.9 | |
| ICELearning Protocol=Unsupervised, Reference=ICCV'212023.05 | 34.5 | 28.7 | |
| PPLRLearning Protocol=Unsupervised, Reference=CVPR'222023.05 | 32.5 | 23.1 | |
| ICE*Learning Protocol=Unsupervised, Reference=ICCV'212023.05 | 31.4 | 28.5 | |
| CCLearning Protocol=Unsupervised, Reference=ACCV'222023.05 | 31 | 25.7 |