# Multi-Person Pose Tracking on PoseTrack Challenge Leaderboard 2017 (test) Source: [Multi-Person Pose Tracking on PoseTrack Challenge Leaderboard 2017 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:22.784Z Evaluation of Multi-Person Pose Tracking performance on the test split of the PoseTrack Challenge Leaderboard 2017, reporting key tracking metrics like mAP and MOTA. 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 Tracking | | Dataset (including any stated split) | PoseTrack Challenge Leaderboard 2017 (test) | | Metric | mAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 28 of 28 | | 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. - [MOTA](): Higher is better; unit: PERCENT. - [AP (Wrist)](): Higher is better; unit: PERCENT. - [AP (Ankles)](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP | Result date | Report paper | | --- | --- | --- | --- | | HRNet-W48 | 74.9 | Not recorded | 68fa65661e209131cea0a048 | | ResNet-152 | 74.6 | Not recorded | 68fa64b81e209131cea06074 | | FlowTrack | 74.6 | Not recorded | 68fa65661e209131cea0a048 | | Flowtrack - 152 | 73.9 | Not recorded | 68fa65e31e209131cea0d31c | | ML-LAB | 70.3 | Not recorded | 68fa64b81e209131cea06074 | | ML-LAB | 70.3 | Not recorded | 68fa65661e209131cea0a048 | | STAF | 70.3 | Not recorded | 68fa65661e209131cea0a048 | | Model I-B | 70.3 | Not recorded | 68fa65e31e209131cea0d31c | | Flowtrack - 50 | 70 | Not recorded | 68fa65e31e209131cea0d31c | | Model II-B | 69.6 | Not recorded | 68fa65e31e209131cea0d31c | | MIPAL | 68.8 | Not recorded | 68fa65661e209131cea0a048 | | HMPT | 63.7 | Not recorded | 68fa65661e209131cea0a048 | | JointFlow | 63.6 | Not recorded | 68fa65661e209131cea0a048 | | JointFlow | 63.3 | Not recorded | 68fa65e31e209131cea0d31c | | MVIG | 63.2 | Not recorded | 68fa64b81e209131cea06074 | | MVIG | 63.2 | Not recorded | 68fa65661e209131cea0a048 | | PoseFlow | 63 | Not recorded | 68fa64b81e209131cea06074 | | PoseFlow | 63 | Not recorded | 68fa65661e209131cea0a048 | | PoseFlow | 63 | Not recorded | 68fa65e31e209131cea0d31c | | ProTracker | 59.6 | Not recorded | 68fa64b81e209131cea06074 | | ProTracker | 59.6 | Not recorded | 68fa65661e209131cea0a048 | | Detect-and-track | 59.6 | Not recorded | 68fa65e31e209131cea0d31c | | PoseTrack | 59.4 | Not recorded | 68fa65e31e209131cea0d31c | | BUTD2 | 59.2 | Not recorded | 68fa64b81e209131cea06074 | | BUTD2 | 59.2 | Not recorded | 68fa65661e209131cea0a048 | | BUTD | 59.1 | Not recorded | 68fa65e31e209131cea0d31c | | SOPT-PT | 58.2 | Not recorded | 68fa64b81e209131cea06074 | | SOPT-PT | 58.2 | Not recorded | 68fa65661e209131cea0a048 | ### HRNet-W48 mAP: 74.9. Result ID: 698ca9d68b517eb4331be3a5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Additional training Data":"COCO"}. This record does not assert independent reproduction. ### ResNet-152 mAP: 74.6. Result ID: 698c87690b614d12cff1198f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Additional Training Dataset":"COCO","trained on train+validation set":true}. This record does not assert independent reproduction. ### FlowTrack mAP: 74.6. Result ID: 698ca9d68b517eb4331be3a4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Additional training Data":"COCO"}. This record does not assert independent reproduction. ### Flowtrack - 152 mAP: 73.9. Result ID: 698cd1748b517eb4331cf412. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Paradigm":"Top-Down","Backbone":"ResNet-152"}. This record does not assert independent reproduction. ### ML-LAB mAP: 70.3. Result ID: 698c87690b614d12cff1198e. [Reporting paper]() Recorded evaluation configuration: {"Additional Training Dataset":"COCO+MPII-Pose"}. This record does not assert independent reproduction. ### ML-LAB mAP: 70.3. Result ID: 698ca9d68b517eb4331be39a. [Reporting paper]() Recorded evaluation configuration: {"Additional training Data":"COCO+MPII-Pose"}. This record does not assert independent reproduction. ### STAF mAP: 70.3. Result ID: 698ca9d68b517eb4331be3a2. [Reporting paper]() Recorded evaluation configuration: {"Additional training Data":"COCO+MPII-Pose"}. This record does not assert independent reproduction. ### Model I-B mAP: 70.3. Result ID: 698cd1748b517eb4331cf419. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"Bottom-Up","Scale":"MS","fps":"2"}. This record does not assert independent reproduction. ### Flowtrack - 50 mAP: 70. Result ID: 698cd1748b517eb4331cf413. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Paradigm":"Top-Down","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Model II-B mAP: 69.6. Result ID: 698cd1748b517eb4331cf418. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"Bottom-Up","Scale":"MS","fps":"7"}. This record does not assert independent reproduction. ### MIPAL mAP: 68.8. Result ID: 698ca9d68b517eb4331be3a3. [Reporting paper]() Recorded evaluation configuration: {"Additional training Data":"COCO"}. This record does not assert independent reproduction. ### HMPT mAP: 63.7. Result ID: 698ca9d68b517eb4331be3a0. [Reporting paper]() Recorded evaluation configuration: {"Additional training Data":"COCO+MPII-Pose"}. This record does not assert independent reproduction. ### JointFlow mAP: 63.6. Result ID: 698ca9d68b517eb4331be3a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Additional training Data":"COCO"}. This record does not assert independent reproduction. ### JointFlow mAP: 63.3. Result ID: 698cd1748b517eb4331cf417. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"Bottom-Up","fps":"0.2"}. This record does not assert independent reproduction. ### MVIG mAP: 63.2. Result ID: 698c87690b614d12cff1198b. [Reporting paper]() Recorded evaluation configuration: {"Additional Training Dataset":"COCO+MPII-Pose"}. This record does not assert independent reproduction. ### MVIG mAP: 63.2. Result ID: 698ca9d68b517eb4331be39d. [Reporting paper]() Recorded evaluation configuration: {"Additional training Data":"COCO+MPII-Pose"}. This record does not assert independent reproduction. ### PoseFlow mAP: 63. Result ID: 698c87690b614d12cff1198a. [Reporting paper]() Recorded evaluation configuration: {"Additional Training Dataset":"COCO+MPII-Pose"}. This record does not assert independent reproduction. ### PoseFlow mAP: 63. Result ID: 698ca9d68b517eb4331be39e. [Reporting paper]() Recorded evaluation configuration: {"Additional training Data":"COCO+MPII-Pose"}. This record does not assert independent reproduction. ### PoseFlow mAP: 63. Result ID: 698cd1748b517eb4331cf416. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Paradigm":"Bottom-Up","fps":"10\*"}. This record does not assert independent reproduction. ### ProTracker mAP: 59.6. Result ID: 698c87690b614d12cff11989. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Additional Training Dataset":"COCO"}. This record does not assert independent reproduction. ### ProTracker mAP: 59.6. Result ID: 698ca9d68b517eb4331be39f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Additional training Data":"COCO"}. This record does not assert independent reproduction. ### Detect-and-track mAP: 59.6. Result ID: 698cd1748b517eb4331cf411. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Paradigm":"Top-Down","fps":"1.2"}. This record does not assert independent reproduction. ### PoseTrack mAP: 59.4. Result ID: 698cd1748b517eb4331cf414. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Paradigm":"Top-Down"}. This record does not assert independent reproduction. ### BUTD2 mAP: 59.2. Result ID: 698c87690b614d12cff1198c. [Reporting paper]() Recorded evaluation configuration: {"Additional Training Dataset":"COCO"}. This record does not assert independent reproduction. ### BUTD2 mAP: 59.2. Result ID: 698ca9d68b517eb4331be39c. [Reporting paper]() Recorded evaluation configuration: {"Additional training Data":"COCO"}. This record does not assert independent reproduction. ### BUTD mAP: 59.1. Result ID: 698cd1748b517eb4331cf415. [Reporting paper]() Recorded evaluation configuration: {"Paradigm":"Top-Down"}. This record does not assert independent reproduction. ### SOPT-PT mAP: 58.2. Result ID: 698c87690b614d12cff1198d. [Reporting paper]() Recorded evaluation configuration: {"Additional Training Dataset":"COCO+MPII-Pose"}. This record does not assert independent reproduction. ### SOPT-PT mAP: 58.2. Result ID: 698ca9d68b517eb4331be39b. [Reporting paper]() Recorded evaluation configuration: {"Additional training Data":"COCO+MPII-Pose"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.