# Visible-Infrared Person Re-identification on SYSU-MM01 Indoor-search Single-shot Source: [Visible-Infrared Person Re-identification on SYSU-MM01 Indoor-search Single-shot]() Collection index: [llms.txt]() Data updated: 2026-06-02T07:32:03.275Z Evaluation of Visible-Infrared Person Re-Identification performance using the Indoor-search Single-shot protocol on the SYSU-MM01 dataset, measured using Rank-1 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 | Visible-Infrared Person Re-identification | | Dataset (including any stated split) | SYSU-MM01 Indoor-search Single-shot | | Metric | Rank-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 | | --- | --- | --- | --- | | CIFT | 81.82 | Not recorded | 68fa6dea1e209131cea3ce7a | | CIFT† | 78.65 | Not recorded | 68fa6dea1e209131cea3ce7a | | MPANet | 76.74 | Not recorded | 68fa6dea1e209131cea3ce7a | | MCLNet | 72.56 | Not recorded | 68fa6dea1e209131cea3ce7a | | cm-SSFT | 70.5 | Not recorded | 68fa6dea1e209131cea3ce7a | | SMCL | 68.84 | Not recorded | 68fa6dea1e209131cea3ce7a | | CIMA | 66.6 | Not recorded | 68fa6dea1e209131cea3ce7a | | HCT | 63.41 | Not recorded | 68fa6dea1e209131cea3ce7a | | DDAG | 61.02 | Not recorded | 68fa6dea1e209131cea3ce7a | | HC | 59.74 | Not recorded | 68fa6dea1e209131cea3ce7a | | cm-SSFT(sq) | 57.4 | Not recorded | 68fa6dea1e209131cea3ce7a | | AGW | 54.17 | Not recorded | 68fa6dea1e209131cea3ce7a | | AlignGAN | 45.9 | Not recorded | 68fa6dea1e209131cea3ce7a | | JSIA-ReID | 43.8 | Not recorded | 68fa6dea1e209131cea3ce7a | | cmGAN | 31.63 | Not recorded | 68fa6dea1e209131cea3ce7a | | Zero-Pad | 20.58 | Not recorded | 68fa6dea1e209131cea3ce7a | ### CIFT Rank-1 Accuracy: 81.82. Result ID: 6a1e86ecfbc373592c184a22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144","Inference Feature Type":"transferred graph features"}. This record does not assert independent reproduction. ### CIFT† Rank-1 Accuracy: 78.65. Result ID: 6a1e86ecfbc373592c184a21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144","Inference Feature Type":"backbone features"}. This record does not assert independent reproduction. ### MPANet Rank-1 Accuracy: 76.74. Result ID: 6a1e86ecfbc373592c184a20. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### MCLNet Rank-1 Accuracy: 72.56. Result ID: 6a1e86ecfbc373592c184a1e. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### cm-SSFT Rank-1 Accuracy: 70.5. Result ID: 6a1e86ecfbc373592c184a18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### SMCL Rank-1 Accuracy: 68.84. Result ID: 6a1e86ecfbc373592c184a1f. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### CIMA Rank-1 Accuracy: 66.6. Result ID: 6a1e86ecfbc373592c184a1c. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### HCT Rank-1 Accuracy: 63.41. Result ID: 6a1e86ecfbc373592c184a1d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### DDAG Rank-1 Accuracy: 61.02. Result ID: 6a1e86ecfbc373592c184a1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### HC Rank-1 Accuracy: 59.74. Result ID: 6a1e86ecfbc373592c184a1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### cm-SSFT(sq) Rank-1 Accuracy: 57.4. Result ID: 6a1e86ecfbc373592c184a19. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### AGW Rank-1 Accuracy: 54.17. Result ID: 6a1e86ecfbc373592c184a17. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### AlignGAN Rank-1 Accuracy: 45.9. Result ID: 6a1e86ecfbc373592c184a16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### JSIA-ReID Rank-1 Accuracy: 43.8. Result ID: 6a1e86ecfbc373592c184a15. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### cmGAN Rank-1 Accuracy: 31.63. Result ID: 6a1e86ecfbc373592c184a14. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. ### Zero-Pad Rank-1 Accuracy: 20.58. Result ID: 6a1e86ecfbc373592c184a13. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Input Resolution":"288 × 144"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.