# Person Re-identification on Market-SCT Source: [Person Re-identification on Market-SCT]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:01:05.310Z Evaluation of Person Re-identification performance on the Market-SCT dataset, typically measured using Rank metrics (R-1, R-5, R-10) 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-SCT | | Metric | Rank-1 Accuracy (R-1) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 (R-1)](): Higher is better; unit: PERCENT. - [Rank-5 Accuracy (R-5)](): Higher is better; unit: PERCENT. - [Rank-10 Accuracy (R-10)](): Higher is better; unit: PERCENT. - [Mean Average Precision (mAP)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Rank-1 Accuracy (R-1) | Result date | Report paper | | --- | --- | --- | --- | | CCSFG | 87.1 | Not recorded | 68fa6c341e209131cea32cc7 | | CCSFG | 84.9 | Not recorded | 68fa6c341e209131cea32cc7 | | CCFP | 84.1 | Not recorded | 68fa6c341e209131cea32cc7 | | CCFP | 82.4 | Not recorded | 68fa6c341e209131cea32cc7 | | CORAL | 76.2 | Not recorded | 68fa6c341e209131cea32cc7 | | MMD | 67.7 | Not recorded | 68fa6c341e209131cea32cc7 | | MCNL | 67 | Not recorded | 68fa6c341e209131cea32cc7 | | HHL | 65.6 | Not recorded | 68fa6c341e209131cea32cc7 | | AGW | 56 | Not recorded | 68fa6c341e209131cea32cc7 | | Bagtrick | 54 | Not recorded | 68fa6c341e209131cea32cc7 | | Suh's method | 48 | Not recorded | 68fa6c341e209131cea32cc7 | | MGN-ibn | 45.6 | Not recorded | 68fa6c341e209131cea32cc7 | | PCB | 43.5 | Not recorded | 68fa6c341e209131cea32cc7 | | A-Softmax | 41.9 | Not recorded | 68fa6c341e209131cea32cc7 | | Center Loss | 40.3 | Not recorded | 68fa6c341e209131cea32cc7 | | ArcFace | 39.4 | Not recorded | 68fa6c341e209131cea32cc7 | | SimSiam | 36.2 | Not recorded | 68fa6c341e209131cea32cc7 | ### CCSFG Rank-1 Accuracy (R-1): 87.1. Result ID: 698ef6473a6c314849f3f492. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"re-ranking":true}. This record does not assert independent reproduction. ### CCSFG Rank-1 Accuracy (R-1): 84.9. Result ID: 698ef6473a6c314849f3f491. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### CCFP Rank-1 Accuracy (R-1): 84.1. Result ID: 698ef6473a6c314849f3f490. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-ranking":true}. This record does not assert independent reproduction. ### CCFP Rank-1 Accuracy (R-1): 82.4. Result ID: 698ef6473a6c314849f3f48f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### CORAL Rank-1 Accuracy (R-1): 76.2. Result ID: 698ef6473a6c314849f3f48c. [Reporting paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### MMD Rank-1 Accuracy (R-1): 67.7. Result ID: 698ef6473a6c314849f3f48b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### MCNL Rank-1 Accuracy (R-1): 67. Result ID: 698ef6473a6c314849f3f48e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### HHL Rank-1 Accuracy (R-1): 65.6. Result ID: 698ef6473a6c314849f3f48d. [Reporting paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### AGW Rank-1 Accuracy (R-1): 56. Result ID: 698ef6473a6c314849f3f486. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### Bagtrick Rank-1 Accuracy (R-1): 54. Result ID: 698ef6473a6c314849f3f485. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### Suh's method Rank-1 Accuracy (R-1): 48. Result ID: 698ef6473a6c314849f3f483. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### MGN-ibn Rank-1 Accuracy (R-1): 45.6. Result ID: 698ef6473a6c314849f3f484. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### PCB Rank-1 Accuracy (R-1): 43.5. Result ID: 698ef6473a6c314849f3f482. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### A-Softmax Rank-1 Accuracy (R-1): 41.9. Result ID: 698ef6473a6c314849f3f488. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### Center Loss Rank-1 Accuracy (R-1): 40.3. Result ID: 698ef6473a6c314849f3f487. [Reporting paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### ArcFace Rank-1 Accuracy (R-1): 39.4. Result ID: 698ef6473a6c314849f3f489. [Reporting paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. ### SimSiam Rank-1 Accuracy (R-1): 36.2. Result ID: 698ef6473a6c314849f3f48a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-ranking":false}. This record does not assert independent reproduction. Page 1 of 1. 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