# 3D Multi-person Pose Estimation (In-domain) on Shelf 2 (test) Source: [3D Multi-person Pose Estimation (In-domain) on Shelf 2 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:57.980Z Evaluation of 3D Multi-person Pose Estimation performance, specifically for in-domain scenarios, on the test split of the Shelf 2 dataset. 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 | 3D Multi-person Pose Estimation (In-domain) | | Dataset (including any stated split) | Shelf 2 (test) | | Metric | PCP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [PCP](): Higher is better; unit: PERCENT. ## Recorded results | Method | PCP | Result date | Report paper | | --- | --- | --- | --- | | MVGFormer | 98 | Not recorded | 68fa71421e209131cea5035f | | Lin et al. | 97.9 | Not recorded | 68fa71421e209131cea5035f | | Graph3D | 97.7 | Not recorded | 68fa71421e209131cea5035f | | Faster VoxelPose | 97.6 | Not recorded | 68fa71421e209131cea5035f | | MvP | 97.4 | Not recorded | 68fa71421e209131cea5035f | | Chen et al. | 97.3 | Not recorded | 68fa71421e209131cea5035f | | VoxelTrack | 97.1 | Not recorded | 68fa71421e209131cea5035f | | VoxelPose | 97 | Not recorded | 68fa71421e209131cea5035f | | Dong et al. | 96.9 | Not recorded | 68fa71421e209131cea5035f | | Perez-Yus et al. | 96.5 | Not recorded | 68fa71421e209131cea5035f | | Ershadi et al. | 88 | Not recorded | 68fa71421e209131cea5035f | | Belagiannis et al. | 77.5 | Not recorded | 68fa71421e209131cea5035f | ### MVGFormer PCP: 98. Result ID: 6991a3e93a6c31484909927f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Lin et al. PCP: 97.9. Result ID: 6991a3e93a6c314849099278. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Graph3D PCP: 97.7. Result ID: 6991a3e93a6c314849099277. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Faster VoxelPose PCP: 97.6. Result ID: 6991a3e93a6c314849099279. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MvP PCP: 97.4. Result ID: 6991a3e93a6c31484909927e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Chen et al. PCP: 97.3. Result ID: 6991a3e93a6c31484909927a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VoxelTrack PCP: 97.1. Result ID: 6991a3e93a6c314849099276. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VoxelPose PCP: 97. Result ID: 6991a3e93a6c31484909927d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Dong et al. PCP: 96.9. Result ID: 6991a3e93a6c31484909927c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Perez-Yus et al. PCP: 96.5. Result ID: 6991a3e93a6c31484909927b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Ershadi et al. PCP: 88. Result ID: 6991a3e93a6c314849099275. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Belagiannis et al. PCP: 77.5. Result ID: 6991a3e93a6c314849099274. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.