| Paper | Code | ClonedPerson->mAP | ClonedPerson->Rank-1 | RandPerson->mAP | RandPerson->Rank-1 | MSMT17->mAP | MSMT17->Rank-1 | MSMT17-All->mAP | MSMT17-All->Rank-1 | Market-1501->mAP | Market-1501->Rank-1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification | ✓ Link | 24.4 | 25.4 | 16.0 | 17.1 | 22.5 | 23.7 | 30.7 | 31.9 | 21.4 | 22.2 | TransMatcher | 2021-05-30 |
| Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification | ✓ Link | 21.8 | 22.6 | 16.1 | 18.4 | 20.6 | 20.9 | 28.0 | 27.6 | 18.1 | 19.1 | QAConv-GS | 2021-04-04 |
| ReMix: Training Generalized Person Re-identification on a Mixture of Data | 18.4 | 19.3 | 27.4 | 27.3 | 37.2 | 37.7 | ReMix | 2024-10-29 | |||||
| Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification | ✓ Link | 34.1 | 34.4 | 32.5 | 33.2 | DCAC | 2025-02-10 | ||||||
| Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting | ✓ Link | 22.6 | 25.3 | 8.6 | 9.9 | QAConv | 2019-04-23 |