# Lifelong Person Re-identification on Market1501 Source: [Lifelong Person Re-identification on Market1501]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:41.193Z Evaluation of Lifelong Person Re-identification performance on the Market1501 dataset, typically measured using mAP and Rank-1 accuracy. 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) | Market1501 | | 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 | | --- | --- | --- | --- | | PatchKD | 68.5 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | JointTrain | 68.1 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | PatchKD | 61.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | DKP | 60.3 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | AKA | 58.1 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | CRL | 58 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | C2R\* | 57.5 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | Bi-C2R | 57.1 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | Bi-C2R | 56.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | LwF | 56.3 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | LSTKC | 54.7 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | C2R\* | 54.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | LSTKC | 49.8 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | LwF | 39.1 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | MEGE | 39 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | CVS | 38.8 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | AKA | 36.1 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | DKP | 35.8 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | SPD | 35.6 | Not recorded | 6955ff9b53fdd5c36173e1f5 | ### PatchKD mAP: 68.5. Result ID: 6997f80f5698665ec45174cf. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"ACM MM 2022"}. This record does not assert independent reproduction. ### JointTrain mAP: 68.1. Result ID: 6997f80f5698665ec45174c9. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"Joint Training","Training Order":"Order-1","Venue":"-"}. This record does not assert independent reproduction. ### PatchKD mAP: 61.4. Result ID: 6997f80f5698665ec45174d7. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"ACM MM 2022"}. This record does not assert independent reproduction. ### DKP mAP: 60.3. Result ID: 6997f80f5698665ec45174d1. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"CVPR 2024"}. This record does not assert independent reproduction. ### AKA mAP: 58.1. Result ID: 6997f80f5698665ec45174cd. [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: 58. Result ID: 6997f80f5698665ec45174cc. [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. ### C2R\* mAP: 57.5. Result ID: 6997f80f5698665ec45174d2. [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: 57.1. Result ID: 6997f80f5698665ec45174db. [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. ### Bi-C2R mAP: 56.4. Result ID: 6997f80f5698665ec45174d3. [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. ### LwF mAP: 56.3. Result ID: 6997f80f5698665ec45174cb. [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. ### LSTKC mAP: 54.7. Result ID: 6997f80f5698665ec45174d0. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"AAAI 2024"}. This record does not assert independent reproduction. ### C2R\* mAP: 54.4. Result ID: 6997f80f5698665ec45174da. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"CVPR 2024"}. This record does not assert independent reproduction. ### LSTKC mAP: 49.8. Result ID: 6997f80f5698665ec45174d8. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"AAAI 2024"}. This record does not assert independent reproduction. ### LwF mAP: 39.1. Result ID: 6997f80f5698665ec45174d4. [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. ### MEGE mAP: 39. Result ID: 6997f80f5698665ec45174ce. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"T-PAMI 2023"}. This record does not assert independent reproduction. ### CVS mAP: 38.8. Result ID: 6997f80f5698665ec45174d6. [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. ### AKA mAP: 36.1. Result ID: 6997f80f5698665ec45174d5. [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. ### DKP mAP: 35.8. Result ID: 6997f80f5698665ec45174d9. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"CVPR 2024"}. This record does not assert independent reproduction. ### SPD mAP: 35.6. Result ID: 6997f80f5698665ec45174ca. [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. Page 1 of 1. This is an index page, not the full collection.