# Multi-person pose estimation on PoseTrack 2018 (test) Source: [Multi-person pose estimation on PoseTrack 2018 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:55.847Z Evaluation of Multi-person Pose Estimation performance on the test split of the PoseTrack 2018 dataset, reporting metrics for individual body joints (Head, Shoulder, Elbow, Wrist, Hip, Knee, Ankle) and the overall mean score. 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 | Multi-person pose estimation | | Dataset (including any stated split) | PoseTrack 2018 (test) | | Metric | Ankle Joint Accuracy | | 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 - [Ankle Joint Accuracy](): Higher is better; unit: PERCENT. - [Head Joint Accuracy](): Higher is better; unit: PERCENT. - [Shoulder Joint Accuracy](): Higher is better; unit: PERCENT. - [Elbow Joint Accuracy](): Higher is better; unit: PERCENT. - [Wrist Joint Accuracy](): Higher is better; unit: PERCENT. - [Hip Joint Accuracy](): Higher is better; unit: PERCENT. - [Knee Joint Accuracy](): Higher is better; unit: PERCENT. - [Mean Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Ankle Joint Accuracy | Result date | Report paper | | --- | --- | --- | --- | | MDPN | 76.4 | Not recorded | 68fa69961e209131cea22e2f | | DetTrack | 73.5 | Not recorded | 68fa69961e209131cea22e2f | | FAMI-Pose | 72.9 | Not recorded | 68fa6c341e209131cea32cc8 | | DCPose | 72.3 | Not recorded | 68fa69961e209131cea22e2f | | DCPose | 72.3 | Not recorded | 68fa6c341e209131cea32cc8 | | PoseWarper | 71.8 | Not recorded | 68fa66c81e209131cea12372 | | PoseWarper | 71.8 | Not recorded | 68fa69961e209131cea22e2f | | PoseWarper | 71.8 | Not recorded | 68fa6c341e209131cea32cc8 | | MDPN | 69 | Not recorded | 68fa66c81e209131cea12372 | | FlowTrack | 69 | Not recorded | 68fa673e1e209131cea15275 | | MDPN | 69 | Not recorded | 68fa6c341e209131cea32cc8 | | AlphaPose++ | 67.6 | Not recorded | 68fa69961e209131cea22e2f | | 3D Video HRNet | 67.1 | Not recorded | 68fa673e1e209131cea15275 | | DetTrack | 67.1 | Not recorded | 68fa6c341e209131cea32cc8 | | PT\_CPN++ | 66.1 | Not recorded | 68fa673e1e209131cea15275 | | AlphaPose++ | 65 | Not recorded | 68fa66c81e209131cea12372 | | AlphaPose++ | 65 | Not recorded | 68fa6c341e209131cea32cc8 | | TML++ | 56.9 | Not recorded | 68fa6c341e209131cea32cc8 | | TML++ | 56.8 | Not recorded | 68fa673e1e209131cea15275 | ### MDPN Ankle Joint Accuracy: 76.4. Result ID: 698dbcf78b517eb433236d25. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DetTrack Ankle Joint Accuracy: 73.5. Result ID: 698dbcf78b517eb433236d24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FAMI-Pose Ankle Joint Accuracy: 72.9. Result ID: 698ef6653a6c314849f410cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCPose Ankle Joint Accuracy: 72.3. Result ID: 698dbcf78b517eb433236d27. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"HRNet-W48"}. This record does not assert independent reproduction. ### DCPose Ankle Joint Accuracy: 72.3. Result ID: 698ef6653a6c314849f410ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PoseWarper Ankle Joint Accuracy: 71.8. Result ID: 698d06318b517eb4331e6da8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Temporal Pose Aggregation":"Enabled"}. This record does not assert independent reproduction. ### PoseWarper Ankle Joint Accuracy: 71.8. Result ID: 698dbcf78b517eb433236d26. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PoseWarper Ankle Joint Accuracy: 71.8. Result ID: 698ef6653a6c314849f410cd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MDPN Ankle Joint Accuracy: 69. Result ID: 698d06318b517eb4331e6da7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FlowTrack Ankle Joint Accuracy: 69. Result ID: 698d257b8b517eb4331f5aec. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Additional Data":"COCO + Other"}. This record does not assert independent reproduction. ### MDPN Ankle Joint Accuracy: 69. Result ID: 698ef6653a6c314849f410cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AlphaPose++ Ankle Joint Accuracy: 67.6. Result ID: 698dbcf78b517eb433236d23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 3D Video HRNet Ankle Joint Accuracy: 67.1. Result ID: 698d257b8b517eb4331f5aed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Additional Data":"COCO"}. This record does not assert independent reproduction. ### DetTrack Ankle Joint Accuracy: 67.1. Result ID: 698ef6653a6c314849f410cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PT\_CPN++ Ankle Joint Accuracy: 66.1. Result ID: 698d257b8b517eb4331f5aeb. [Reporting paper]() Recorded evaluation configuration: {"Additional Data":"COCO + Other"}. This record does not assert independent reproduction. ### AlphaPose++ Ankle Joint Accuracy: 65. Result ID: 698d06318b517eb4331e6da6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AlphaPose++ Ankle Joint Accuracy: 65. Result ID: 698ef6653a6c314849f410ca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TML++ Ankle Joint Accuracy: 56.9. Result ID: 698ef6653a6c314849f410c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TML++ Ankle Joint Accuracy: 56.8. Result ID: 698d257b8b517eb4331f5aea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Additional Data":"COCO"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.