# Lifelong Person Re-identification on DukeMTMC Source: [Lifelong Person Re-identification on DukeMTMC]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:41.233Z Evaluation of Lifelong Person Re-identification performance on the DukeMTMC 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) | DukeMTMC | | 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 | | --- | --- | --- | --- | | JointTrain | 60.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | Bi-C2R | 52.5 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | DKP | 51.6 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | Bi-C2R | 51.3 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | C2R\* | 50.9 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | LSTKC | 49.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | LSTKC | 47.2 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | C2R\* | 46.2 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | DKP | 38.1 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | PatchKD | 33.8 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | LwF | 29.6 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | AKA | 28.7 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | CRL | 28.3 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | SPD | 27.5 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | PatchKD | 20.8 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | CVS | 19.3 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | MEGE | 16.9 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | LwF | 7.8 | Not recorded | 6955ff9b53fdd5c36173e1f5 | | AKA | 7.6 | Not recorded | 6955ff9b53fdd5c36173e1f5 | ### JointTrain mAP: 60.4. Result ID: 6997f80f5698665ec45174ef. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"Joint Training","Training Order":"Order-1","Venue":"-"}. This record does not assert independent reproduction. ### Bi-C2R mAP: 52.5. Result ID: 6997f80f5698665ec45174f9. [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. ### DKP mAP: 51.6. Result ID: 6997f80f5698665ec45174f7. [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: 51.3. Result ID: 6997f80f5698665ec4517501. [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: 50.9. Result ID: 6997f80f5698665ec45174f8. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"CVPR 2024"}. This record does not assert independent reproduction. ### LSTKC mAP: 49.4. Result ID: 6997f80f5698665ec45174f6. [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: 47.2. Result ID: 6997f80f5698665ec45174fe. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"AAAI 2024"}. This record does not assert independent reproduction. ### C2R\* mAP: 46.2. Result ID: 6997f80f5698665ec4517500. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"CVPR 2024"}. This record does not assert independent reproduction. ### DKP mAP: 38.1. Result ID: 6997f80f5698665ec45174ff. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"CVPR 2024"}. This record does not assert independent reproduction. ### PatchKD mAP: 33.8. Result ID: 6997f80f5698665ec45174f5. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"L-ReID","Training Order":"Order-1","Venue":"ACM MM 2022"}. This record does not assert independent reproduction. ### LwF mAP: 29.6. Result ID: 6997f80f5698665ec45174f1. [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. ### AKA mAP: 28.7. Result ID: 6997f80f5698665ec45174f3. [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: 28.3. Result ID: 6997f80f5698665ec45174f2. [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. ### SPD mAP: 27.5. Result ID: 6997f80f5698665ec45174f0. [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. ### PatchKD mAP: 20.8. Result ID: 6997f80f5698665ec45174fd. [Reporting paper]() Recorded evaluation configuration: {"Task Protocol":"RFL-ReID","Training Order":"Order-1","Venue":"ACM MM 2022"}. This record does not assert independent reproduction. ### CVS mAP: 19.3. Result ID: 6997f80f5698665ec45174fc. [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. ### MEGE mAP: 16.9. Result ID: 6997f80f5698665ec45174f4. [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: 7.8. Result ID: 6997f80f5698665ec45174fa. [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. ### AKA mAP: 7.6. Result ID: 6997f80f5698665ec45174fb. [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. Page 1 of 1. This is an index page, not the full collection.