# Person Search on PRW v1 (test) Source: [Person Search on PRW v1 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:36.559Z Evaluation of Person Search performance on the test split of the PRW v1 dataset, measured using metrics like mAP and top-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 | Person Search | | Dataset (including any stated split) | PRW v1 (test) | | 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. - [Top-1 Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP | Result date | Report paper | | --- | --- | --- | --- | | SPNet-L | 61.2 | Not recorded | 68fa760b1e209131cea6b13e | | SPNet-L | 60.7 | Not recorded | 68fa760b1e209131cea6b13e | | SeqNet | 59.7 | Not recorded | 68fa760b1e209131cea6b13e | | LEAPS | 59.5 | Not recorded | 68fa760b1e209131cea6b13e | | SPNet-L | 58.9 | Not recorded | 68fa760b1e209131cea6b13e | | SeqNeXt | 57.6 | Not recorded | 68fa760b1e209131cea6b13e | | PSTR | 56.5 | Not recorded | 68fa760b1e209131cea6b13e | | SPNet-L | 54.2 | Not recorded | 68fa760b1e209131cea6b13e | | COAT | 53.3 | Not recorded | 68fa760b1e209131cea6b13e | | SPNet-L | 53 | Not recorded | 68fa760b1e209131cea6b13e | | SPNet-L | 52.6 | Not recorded | 68fa760b1e209131cea6b13e | | SPNet-L | 49.7 | Not recorded | 68fa760b1e209131cea6b13e | | SPNet-L | 49.7 | Not recorded | 68fa760b1e209131cea6b13e | | SeqNet | 46.7 | Not recorded | 68fa760b1e209131cea6b13e | | SeqNet | 45.1 | Not recorded | 68fa760b1e209131cea6b13e | | SPNet-L | 38.1 | Not recorded | 68fa760b1e209131cea6b13e | | SPNet-L | 38.1 | Not recorded | 68fa760b1e209131cea6b13e | | SPNet-L | 20.3 | Not recorded | 68fa760b1e209131cea6b13e | | SeqNet | 13.8 | Not recorded | 68fa760b1e209131cea6b13e | ### SPNet-L mAP: 61.2. Result ID: 6994227c3a6c3148491b4c55. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ConvNeXt-B","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"Ours-QC / COCO"}. This record does not assert independent reproduction. ### SPNet-L mAP: 60.7. Result ID: 6994227c3a6c3148491b4c54. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ConvNeXt-B","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"Ours-OC / COCO"}. This record does not assert independent reproduction. ### SeqNet mAP: 59.7. Result ID: 6994227c3a6c3148491b4c60. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Swin-B","Pre-training (1)":"SOLIDER / LUP","Pre-training (2)":"-"}. This record does not assert independent reproduction. ### LEAPS mAP: 59.5. Result ID: 6994227c3a6c3148491b4c52. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PVTv2-B2","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"-"}. This record does not assert independent reproduction. ### SPNet-L mAP: 58.9. Result ID: 6994227c3a6c3148491b4c53. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ConvNeXt-B","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"-"}. This record does not assert independent reproduction. ### SeqNeXt mAP: 57.6. Result ID: 6994227c3a6c3148491b4c51. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ConvNeXt-B","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"-"}. This record does not assert independent reproduction. ### PSTR mAP: 56.5. Result ID: 6994227c3a6c3148491b4c50. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"PVTv2-B2","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"-"}. This record does not assert independent reproduction. ### SPNet-L mAP: 54.2. Result ID: 6994227c3a6c3148491b4c5d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-B","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"Ours-QC / COCO"}. This record does not assert independent reproduction. ### COAT mAP: 53.3. Result ID: 6994227c3a6c3148491b4c4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"-"}. This record does not assert independent reproduction. ### SPNet-L mAP: 53. Result ID: 6994227c3a6c3148491b4c5c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-B","Pre-training (1)":"SOLIDER / LUP","Pre-training (2)":"Ours-QC / COCO"}. This record does not assert independent reproduction. ### SPNet-L mAP: 52.6. Result ID: 6994227c3a6c3148491b4c5b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-B","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"Ours-OC / COCO"}. This record does not assert independent reproduction. ### SPNet-L mAP: 49.7. Result ID: 6994227c3a6c3148491b4c59. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-B","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"-"}. This record does not assert independent reproduction. ### SPNet-L mAP: 49.7. Result ID: 6994227c3a6c3148491b4c5a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-B","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"SOLIDER / COCO"}. This record does not assert independent reproduction. ### SeqNet mAP: 46.7. Result ID: 6994227c3a6c3148491b4c4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"-"}. This record does not assert independent reproduction. ### SeqNet mAP: 45.1. Result ID: 6994227c3a6c3148491b4c5f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Swin-B","Pre-training (1)":"Classifier / IN1k","Pre-training (2)":"-"}. This record does not assert independent reproduction. ### SPNet-L mAP: 38.1. Result ID: 6994227c3a6c3148491b4c57. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-B","Pre-training (1)":"SOLIDER / LUP","Pre-training (2)":"-"}. This record does not assert independent reproduction. ### SPNet-L mAP: 38.1. Result ID: 6994227c3a6c3148491b4c58. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-B","Pre-training (1)":"SOLIDER / LUP","Pre-training (2)":"SOLIDER / COCO"}. This record does not assert independent reproduction. ### SPNet-L mAP: 20.3. Result ID: 6994227c3a6c3148491b4c56. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-B","Pre-training (1)":"-","Pre-training (2)":"-"}. This record does not assert independent reproduction. ### SeqNet mAP: 13.8. Result ID: 6994227c3a6c3148491b4c5e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Swin-B","Pre-training (1)":"-","Pre-training (2)":"-"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.