# Open-set Person Re-identification on Market-1501 MA (test) Source: [Open-set Person Re-identification on Market-1501 MA (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:29.752Z Evaluation of Open-set Person Re-identification performance on the test split of the Market-1501 MA dataset, typically measured using mAP and Rank-1 (R1) metrics. 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 | Open-set Person Re-identification | | Dataset (including any stated split) | Market-1501 MA (test) | | Metric | mAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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. - [R1](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP | Result date | Report paper | | --- | --- | --- | --- | | DFF (Ours) | 81 | Not recorded | 68fa6ee71e209131cea42c74 | | DFF (Ours) | 71.1 | Not recorded | 68fa6ee71e209131cea42c74 | | MetaBIN | 67.2 | Not recorded | 68fa6ee71e209131cea42c74 | | QAConv\_50 | 66.5 | Not recorded | 68fa6ee71e209131cea42c74 | | QAConv\_50 | 63.1 | Not recorded | 68fa6ee71e209131cea42c74 | | M³L\* | 62.4 | Not recorded | 68fa6ee71e209131cea42c74 | | M³L\* | 61.5 | Not recorded | 68fa6ee71e209131cea42c74 | | M³L | 61.2 | Not recorded | 68fa6ee71e209131cea42c74 | | M³L | 58.4 | Not recorded | 68fa6ee71e209131cea42c74 | | MetaBIN | 57.9 | Not recorded | 68fa6ee71e209131cea42c74 | | SNR | 52.4 | Not recorded | 68fa6ee71e209131cea42c74 | | SNR | 34.6 | Not recorded | 68fa6ee71e209131cea42c74 | ### DFF (Ours) mAP: 81. Result ID: 699082073a6c314849010f34. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source":"Com-(MS+CS+C3)","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DFF (Ours) mAP: 71.1. Result ID: 699082073a6c314849010f2e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source":"MS+CS+C3","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### MetaBIN mAP: 67.2. Result ID: 699082073a6c314849010f33. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source":"Com-(MS+CS+C3)","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### QAConv\_50 mAP: 66.5. Result ID: 699082073a6c314849010f32. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"Com-(MS+CS+C3)","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### QAConv\_50 mAP: 63.1. Result ID: 699082073a6c314849010f2c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"MS+CS+C3","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### M³L\* mAP: 62.4. Result ID: 699082073a6c314849010f31. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"Com-(MS+CS+C3)","Backbone":"IBN-Net50"}. This record does not assert independent reproduction. ### M³L\* mAP: 61.5. Result ID: 699082073a6c314849010f2b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"MS+CS+C3","Backbone":"IBN-Net50"}. This record does not assert independent reproduction. ### M³L mAP: 61.2. Result ID: 699082073a6c314849010f30. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"Com-(MS+CS+C3)","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### M³L mAP: 58.4. Result ID: 699082073a6c314849010f2a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"MS+CS+C3","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### MetaBIN mAP: 57.9. Result ID: 699082073a6c314849010f2d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source":"MS+CS+C3","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### SNR mAP: 52.4. Result ID: 699082073a6c314849010f2f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"Com-(MS+CS+C3)","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### SNR mAP: 34.6. Result ID: 699082073a6c314849010f29. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"MS+CS+C3","Backbone":"ResNet-50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.