# Lifelong Person Re-identification on CUHK03 Source: [Lifelong Person Re-identification on CUHK03]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:41.266Z Evaluation of Lifelong Person Re-identification performance on the CUHK03 dataset, typically measured using mAP and Rank-1 accuracy (R1). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Lifelong Person Re-identification | | Dataset (including any stated split) | CUHK03 | | Metric | mAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [mAP](): Higher is better; unit: PERCENT. - [Rank-1 Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP | Result date | Report paper | | --- | --- | --- | --- | | LSTKC | 44.7 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | LSTKC | 43.9 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | DKP | 43.6 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | Bi-C2R | 43.6 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | Bi-C2R | 43.6 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | C2R\* | 42.9 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | DKP | 42.9 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | C2R\* | 42.9 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | JointTrain | 42.7 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | SPD | 42.2 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | AKA | 38.7 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | CRL | 37.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | MEGE | 36.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | LwF | 36.1 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | PatchKD | 36 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | PatchKD | 34.1 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | AKA | 26.5 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | CVS | 24.7 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | LwF | 23.3 | Not recorded | 6955ff9b53fdd5c36173e1f5 | ### LSTKC mAP: 44.7. Result ID: 6997f80f5698665ec451751c. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"AAAI 2024"}. This record does not assert independent reproduction. ### LSTKC mAP: 43.9. Result ID: 6997f80f5698665ec4517524. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"AAAI 2024"}. This record does not assert independent reproduction. ### DKP mAP: 43.6. Result ID: 6997f80f5698665ec451751d. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"CVPR 2024"}. This record does not assert independent reproduction. ### Bi-C2R mAP: 43.6. Result ID: 6997f80f5698665ec451751f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"This Paper"}. This record does not assert independent reproduction. ### Bi-C2R mAP: 43.6. Result ID: 6997f80f5698665ec4517527. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"This Paper"}. This record does not assert independent reproduction. ### C2R\* mAP: 42.9. Result ID: 6997f80f5698665ec451751e. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"CVPR 2024"}. This record does not assert independent reproduction. ### DKP mAP: 42.9. Result ID: 6997f80f5698665ec4517525. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"CVPR 2024"}. This record does not assert independent reproduction. ### C2R\* mAP: 42.9. Result ID: 6997f80f5698665ec4517526. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"CVPR 2024"}. This record does not assert independent reproduction. ### JointTrain mAP: 42.7. Result ID: 6997f80f5698665ec4517515. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"Joint Training","Training Order":"Order-1","Venue":"-"}. This record does not assert independent reproduction. ### SPD mAP: 42.2. Result ID: 6997f80f5698665ec4517516. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"ICCV 2019"}. This record does not assert independent reproduction. ### AKA mAP: 38.7. Result ID: 6997f80f5698665ec4517519. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"CVPR 2021"}. This record does not assert independent reproduction. ### CRL mAP: 37.4. Result ID: 6997f80f5698665ec4517518. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"WACV 2021"}. This record does not assert independent reproduction. ### MEGE mAP: 36.4. Result ID: 6997f80f5698665ec451751a. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"T-PAMI 2023"}. This record does not assert independent reproduction. ### LwF mAP: 36.1. Result ID: 6997f80f5698665ec4517517. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"T-PAMI 2017"}. This record does not assert independent reproduction. ### PatchKD mAP: 36. Result ID: 6997f80f5698665ec4517523. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"ACM MM 2022"}. This record does not assert independent reproduction. ### PatchKD mAP: 34.1. Result ID: 6997f80f5698665ec451751b. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"ACM MM 2022"}. This record does not assert independent reproduction. ### AKA mAP: 26.5. Result ID: 6997f80f5698665ec4517521. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"CVPR 2021"}. This record does not assert independent reproduction. ### CVS mAP: 24.7. Result ID: 6997f80f5698665ec4517522. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"CVPR 2022"}. This record does not assert independent reproduction. ### LwF mAP: 23.3. Result ID: 6997f80f5698665ec4517520. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"T-PAMI 2017"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.