# Gait Recognition on CCPG (Rank-1 Accuracy) Source: [Gait Recognition on CCPG (Rank-1 Accuracy)]() Collection index: [llms.txt]() Data updated: 2026-03-09T07:01:22.418Z Evaluation of Gait Recognition performance on the CCPG dataset, focusing on Rank-1 Accuracy results for CL, UP, DN, and BG conditions. 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 | Gait Recognition | | Dataset (including any stated split) | CCPG | | Metric | Rank-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 23 of 23 | | 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. - [Rank-1 Acc (CL)](): Higher is better; unit: PERCENT. - [Rank-1 Acc (UP)](): Higher is better; unit: PERCENT. - [Rank-1 Acc (DN)](): Higher is better; unit: PERCENT. - [Rank-1 Acc (BG)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Rank-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | XGait | 87.7 | Not recorded | 69ae53f42d603e6de3e429e8 | | SketchGait | 87.2 | Not recorded | 69ae53f42d603e6de3e429e8 | | MultiGait++ | 86.9 | Not recorded | 69ae53f42d603e6de3e429e8 | | SketchGait | 84.9 | Not recorded | 69ae53f42d603e6de3e429e8 | | BigGait | 82.6 | Not recorded | 69ae53f42d603e6de3e429e8 | | PSGait | 82.5 | Not recorded | 69ae53f42d603e6de3e429e8 | | Gait-X | 82 | Not recorded | 69ae53f42d603e6de3e429e8 | | MultiGait++ | 79.9 | Not recorded | 69ae53f42d603e6de3e429e8 | | DeepGaitV2 | 79.5 | Not recorded | 69ae53f42d603e6de3e429e8 | | SkeletonGait++ | 79.1 | Not recorded | 69ae53f42d603e6de3e429e8 | | DeepGaitV2 | 78.6 | Not recorded | 69ae53f42d603e6de3e429e8 | | DeepGaitV2 | 73.8 | Not recorded | 69ae53f42d603e6de3e429e8 | | DeepGaitV2 | 71.9 | Not recorded | 69ae53f42d603e6de3e429e8 | | GaitBase | 71.6 | Not recorded | 69ae53f42d603e6de3e429e8 | | GaitGL | 68.3 | Not recorded | 69ae53f42d603e6de3e429e8 | | GaitPart | 64.3 | Not recorded | 69ae53f42d603e6de3e429e8 | | BiFusion | 62.6 | Not recorded | 69ae53f42d603e6de3e429e8 | | GaitSet | 60.2 | Not recorded | 69ae53f42d603e6de3e429e8 | ### XGait Rank-1 Accuracy: 87.7. Result ID: 69ae70386dbb7075b956041c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Silh.+Pars."}. This record does not assert independent reproduction. ### SketchGait Rank-1 Accuracy: 87.2. Result ID: 69ae70386dbb7075b9560420. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Sket.+Pars.","Edge Detection Method":"TEED"}. This record does not assert independent reproduction. ### MultiGait++ Rank-1 Accuracy: 86.9. Result ID: 69ae70386dbb7075b956041d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Silh.+Pars."}. This record does not assert independent reproduction. ### SketchGait Rank-1 Accuracy: 84.9. Result ID: 69ae70386dbb7075b956041e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Sket.+Pars.","Edge Detection Method":"M2FP-to-Edge"}. This record does not assert independent reproduction. ### BigGait Rank-1 Accuracy: 82.6. Result ID: 69ae70386dbb7075b9560414. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"RGB"}. This record does not assert independent reproduction. ### PSGait Rank-1 Accuracy: 82.5. Result ID: 69ae70386dbb7075b956041b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Silh.+Skel."}. This record does not assert independent reproduction. ### Gait-X Rank-1 Accuracy: 82. Result ID: 69ae70386dbb7075b9560415. [Reporting paper]() Recorded evaluation configuration: {"Input Modality":"RGB"}. This record does not assert independent reproduction. ### MultiGait++ Rank-1 Accuracy: 79.9. Result ID: 69ae70386dbb7075b956041f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Sket.+Pars.","Edge Detection Method":"TEED"}. This record does not assert independent reproduction. ### DeepGaitV2 Rank-1 Accuracy: 79.5. Result ID: 69ae70386dbb7075b9560418. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Parsing"}. This record does not assert independent reproduction. ### SkeletonGait++ Rank-1 Accuracy: 79.1. Result ID: 69ae70386dbb7075b956041a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Silh.+Skel."}. This record does not assert independent reproduction. ### DeepGaitV2 Rank-1 Accuracy: 78.6. Result ID: 69ae70386dbb7075b9560413. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Silhouette"}. This record does not assert independent reproduction. ### DeepGaitV2 Rank-1 Accuracy: 73.8. Result ID: 69ae70386dbb7075b9560416. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Sketch","Edge Detection Method":"M2FP-to-Edge"}. This record does not assert independent reproduction. ### DeepGaitV2 Rank-1 Accuracy: 71.9. Result ID: 69ae70386dbb7075b9560417. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Sketch","Edge Detection Method":"TEED"}. This record does not assert independent reproduction. ### GaitBase Rank-1 Accuracy: 71.6. Result ID: 69ae70386dbb7075b9560412. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Modality":"Silhouette"}. This record does not assert independent reproduction. ### GaitGL Rank-1 Accuracy: 68.3. Result ID: 69ae70386dbb7075b9560411. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Silhouette"}. This record does not assert independent reproduction. ### GaitPart Rank-1 Accuracy: 64.3. Result ID: 69ae70386dbb7075b9560410. [Reporting paper]() Recorded evaluation configuration: {"Input Modality":"Silhouette"}. This record does not assert independent reproduction. ### BiFusion Rank-1 Accuracy: 62.6. Result ID: 69ae70386dbb7075b9560419. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"Silh.+Skel."}. This record does not assert independent reproduction. ### GaitSet Rank-1 Accuracy: 60.2. Result ID: 69ae70386dbb7075b956040f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Modality":"Silhouette"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.