# Person Re-identification on Market-1501 original (test) Source: [Person Re-identification on Market-1501 original (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:01:04.182Z Evaluation of Person Re-identification performance on the original test split of the Market-1501 dataset, typically measured using Rank-1 accuracy and mAP. 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 | Person Re-identification | | Dataset (including any stated split) | Market-1501 original (test) | | Metric | Rank-1 Accuracy | | 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 - [Rank-1 Accuracy](): Higher is better; unit: PERCENT. - [mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | Rank-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | MGN | 95.7 | Not recorded | 68fa6c2c1e209131cea3288f | | MuDeep | 95.3 | Not recorded | 68fa6c2c1e209131cea3288f | | OSNet-AIN | 94.2 | Not recorded | 68fa6c2c1e209131cea3288f | | QAConv-GS | 91.6 | Not recorded | 68fa6c2c1e209131cea3288f | | CBN | 91.3 | Not recorded | 68fa6c2c1e209131cea3288f | | QAConv-GS | 82.4 | Not recorded | 68fa6c2c1e209131cea3288f | | QAConv-GS | 79.1 | Not recorded | 68fa6c2c1e209131cea3288f | | QAConv-GS | 76.7 | Not recorded | 68fa6c2c1e209131cea3288f | | M³L | 75.9 | Not recorded | 68fa6c2c1e209131cea3288f | | CBN | 73.7 | Not recorded | 68fa6c2c1e209131cea3288f | | QAConv | 72.6 | Not recorded | 68fa6c2c1e209131cea3288f | | SNR | 70.1 | Not recorded | 68fa6c2c1e209131cea3288f | | OSNet-AIN | 70.1 | Not recorded | 68fa6c2c1e209131cea3288f | | OSNet-IBN | 66.5 | Not recorded | 68fa6c2c1e209131cea3288f | | CBN | 64.7 | Not recorded | 68fa6c2c1e209131cea3288f | | ADIN | 59.1 | Not recorded | 68fa6c2c1e209131cea3288f | | RP Baseline | 55.6 | Not recorded | 68fa6c2c1e209131cea3288f | | PCB | 52.7 | Not recorded | 68fa6c2c1e209131cea3288f | | MGN | 48.7 | Not recorded | 68fa6c2c1e209131cea3288f | ### MGN Rank-1 Accuracy: 95.7. Result ID: 698ee80a67eb08d78c86710e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"ACMMM'18","Training":"Market-1501"}. This record does not assert independent reproduction. ### MuDeep Rank-1 Accuracy: 95.3. Result ID: 698ee80a67eb08d78c86710f. [Reporting paper]() Recorded evaluation configuration: {"Venue":"TPAMI'20","Training":"Market-1501"}. This record does not assert independent reproduction. ### OSNet-AIN Rank-1 Accuracy: 94.2. Result ID: 698ee80a67eb08d78c867110. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"TPAMI'21","Training":"Market-1501"}. This record does not assert independent reproduction. ### QAConv-GS Rank-1 Accuracy: 91.6. Result ID: 698ee80a67eb08d78c867112. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"Ours","Training":"Market-1501"}. This record does not assert independent reproduction. ### CBN Rank-1 Accuracy: 91.3. Result ID: 698ee80a67eb08d78c867111. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"ECCV'20","Training":"Market-1501"}. This record does not assert independent reproduction. ### QAConv-GS Rank-1 Accuracy: 82.4. Result ID: 698ee80a67eb08d78c86711c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"Ours","Training":"MSMT17 (all)"}. This record does not assert independent reproduction. ### QAConv-GS Rank-1 Accuracy: 79.1. Result ID: 698ee80a67eb08d78c867118. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"Ours","Training":"MSMT17"}. This record does not assert independent reproduction. ### QAConv-GS Rank-1 Accuracy: 76.7. Result ID: 698ee80a67eb08d78c86711f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"Ours","Training":"RandPerson"}. This record does not assert independent reproduction. ### M³L Rank-1 Accuracy: 75.9. Result ID: 698ee80a67eb08d78c86710d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"CVPR'21","Training":"Multi"}. This record does not assert independent reproduction. ### CBN Rank-1 Accuracy: 73.7. Result ID: 698ee80a67eb08d78c867117. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"ECCV'20","Training":"MSMT17"}. This record does not assert independent reproduction. ### QAConv Rank-1 Accuracy: 72.6. Result ID: 698ee80a67eb08d78c86711b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"ECCV'20","Training":"MSMT17 (all)"}. This record does not assert independent reproduction. ### SNR Rank-1 Accuracy: 70.1. Result ID: 698ee80a67eb08d78c867116. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"CVPR'20","Training":"MSMT17"}. This record does not assert independent reproduction. ### OSNet-AIN Rank-1 Accuracy: 70.1. Result ID: 698ee80a67eb08d78c86711a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"TPAMI'21","Training":"MSMT17 (all)"}. This record does not assert independent reproduction. ### OSNet-IBN Rank-1 Accuracy: 66.5. Result ID: 698ee80a67eb08d78c867119. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"CVPR'19","Training":"MSMT17 (all)"}. This record does not assert independent reproduction. ### CBN Rank-1 Accuracy: 64.7. Result ID: 698ee80a67eb08d78c86711e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"ECCV'20","Training":"RandPerson"}. This record does not assert independent reproduction. ### ADIN Rank-1 Accuracy: 59.1. Result ID: 698ee80a67eb08d78c867115. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"WACV'20","Training":"MSMT17"}. This record does not assert independent reproduction. ### RP Baseline Rank-1 Accuracy: 55.6. Result ID: 698ee80a67eb08d78c86711d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"ACMMM'20","Training":"RandPerson"}. This record does not assert independent reproduction. ### PCB Rank-1 Accuracy: 52.7. Result ID: 698ee80a67eb08d78c867113. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"ECCV'18","Training":"MSMT17"}. This record does not assert independent reproduction. ### MGN Rank-1 Accuracy: 48.7. Result ID: 698ee80a67eb08d78c867114. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"ACMMM'18","Training":"MSMT17"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.