# 3D Multi-person Pose Estimation on Shelf (test) Source: [3D Multi-person Pose Estimation on Shelf (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:40.561Z Evaluation of 3D Multi-person Pose Estimation performance on the test split of the Shelf dataset, reporting actor-specific and average performance scores. 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 | | Dataset (including any stated split) | Shelf (test) | | Metric | Actor 1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 27 of 27 | | 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 - [Actor 1 Score](): Higher is better; unit: PERCENT. - [Actor 2 Score](): Higher is better; unit: PERCENT. - [Actor 3 Score](): Higher is better; unit: PERCENT. - [Average Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Actor 1 Score | Result date | Report paper | | --- | --- | --- | --- | | Tanke et al. | 99.8 | Not recorded | 68fa67211e209131cea1481a | | VoxelPose | 99.3 | Not recorded | 68fa6aee1e209131cea2b21e | | VoxelPose | 99.3 | Not recorded | 68fa6b521e209131cea2da14 | | MvP | 99.3 | Not recorded | 68fa6b521e209131cea2da14 | | Ours(final) | 99.1 | Not recorded | 68fa6aee1e209131cea2b21e | | Ours(final) | 99 | Not recorded | 68fa67211e209131cea1481a | | mvpose | 98.8 | Not recorded | 68fa654d1e209131cea09772 | | Dong et al. | 98.8 | Not recorded | 68fa67211e209131cea1481a | | Huang et al. | 98.8 | Not recorded | 68fa6aee1e209131cea2b21e | | Dong et al. | 98.8 | Not recorded | 68fa6b521e209131cea2da14 | | Dong et al. | 98.6 | Not recorded | 68fa6aee1e209131cea2b21e | | mvpose | 97.9 | Not recorded | 68fa654d1e209131cea09772 | | Dong et al. | 97.2 | Not recorded | 68fa67211e209131cea1481a | | Zhang et al. | 96.5 | Not recorded | 68fa6aee1e209131cea2b21e | | Ershadi-Nasab et al. | 93.3 | Not recorded | 68fa654d1e209131cea09772 | | Ershadi-Nasab et al. | 93.3 | Not recorded | 68fa67211e209131cea1481a | | Ershadi-Nasab et al. | 93.3 | Not recorded | 68fa6aee1e209131cea2b21e | | Ershadi et al. | 93.3 | Not recorded | 68fa6b521e209131cea2da14 | | Belagiannis et al. | 75.3 | Not recorded | 68fa654d1e209131cea09772 | | Belagiannis et al. | 75.3 | Not recorded | 68fa67211e209131cea1481a | | Belagiannis et al. | 75.3 | Not recorded | 68fa6aee1e209131cea2b21e | | Belagiannis et al. | 75.3 | Not recorded | 68fa6b521e209131cea2da14 | | Belagiannis et al. | 75 | Not recorded | 68fa654d1e209131cea09772 | | Belagiannis et al. | 75 | Not recorded | 68fa67211e209131cea1481a | | Belagiannis et al. | 66.1 | Not recorded | 68fa654d1e209131cea09772 | | Belagiannis et al. | 66.1 | Not recorded | 68fa67211e209131cea1481a | | Belagiannis et al. | 66.1 | Not recorded | 68fa6aee1e209131cea2b21e | ### Tanke et al. Actor 1 Score: 99.8. Result ID: 698d1a318b517eb4331f097e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"temporal information":true,"accuracy without head":true}. This record does not assert independent reproduction. ### VoxelPose Actor 1 Score: 99.3. Result ID: 698e4235ffc3901de09c17d5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"3D Supervision (Anno)":"Yes"}. This record does not assert independent reproduction. ### VoxelPose Actor 1 Score: 99.3. Result ID: 698e7faeffc3901de09e1ab7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MvP Actor 1 Score: 99.3. Result ID: 698e7faeffc3901de09e1ab8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Ours(final) Actor 1 Score: 99.1. Result ID: 698e4235ffc3901de09c17dc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"3D Supervision (Anno)":"No"}. This record does not assert independent reproduction. ### Ours(final) Actor 1 Score: 99. Result ID: 698d1a318b517eb4331f097f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"temporal information":true}. This record does not assert independent reproduction. ### mvpose Actor 1 Score: 98.8. Result ID: 698ca5903ce6cd2163e110ec. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"3DPS model":"full"}. This record does not assert independent reproduction. ### Dong et al. Actor 1 Score: 98.8. Result ID: 698d1a318b517eb4331f097d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"appearance information":true}. This record does not assert independent reproduction. ### Huang et al. Actor 1 Score: 98.8. Result ID: 698e4235ffc3901de09c17d6. [Reporting paper]() Recorded evaluation configuration: {"3D Supervision (Anno)":"Yes"}. This record does not assert independent reproduction. ### Dong et al. Actor 1 Score: 98.8. Result ID: 698e7faeffc3901de09e1ab6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Dong et al. Actor 1 Score: 98.6. Result ID: 698e4235ffc3901de09c17db. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"3D Supervision (Anno)":"No"}. This record does not assert independent reproduction. ### mvpose Actor 1 Score: 97.9. Result ID: 698ca5903ce6cd2163e110eb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"3DPS model":"triangulation"}. This record does not assert independent reproduction. ### Dong et al. Actor 1 Score: 97.2. Result ID: 698d1a318b517eb4331f097c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Zhang et al. Actor 1 Score: 96.5. Result ID: 698e4235ffc3901de09c17da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"3D Supervision (Anno)":"No","Temporal Information":"Discarded"}. This record does not assert independent reproduction. ### Ershadi-Nasab et al. Actor 1 Score: 93.3. Result ID: 698ca5903ce6cd2163e110ea. [Reporting paper]() Recorded evaluation configuration: {"Reference":"\[12\]"}. This record does not assert independent reproduction. ### Ershadi-Nasab et al. Actor 1 Score: 93.3. Result ID: 698d1a318b517eb4331f097b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Ershadi-Nasab et al. Actor 1 Score: 93.3. Result ID: 698e4235ffc3901de09c17d9. [Reporting paper]() Recorded evaluation configuration: {"3D Supervision (Anno)":"No"}. This record does not assert independent reproduction. ### Ershadi et al. Actor 1 Score: 93.3. Result ID: 698e7faeffc3901de09e1ab5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Belagiannis et al. Actor 1 Score: 75.3. Result ID: 698ca5903ce6cd2163e110e9. [Reporting paper]() Recorded evaluation configuration: {"Reference":"\[2\]"}. This record does not assert independent reproduction. ### Belagiannis et al. Actor 1 Score: 75.3. Result ID: 698d1a318b517eb4331f097a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Belagiannis et al. Actor 1 Score: 75.3. Result ID: 698e4235ffc3901de09c17d8. [Reporting paper]() Recorded evaluation configuration: {"3D Supervision (Anno)":"No","Reference":"\[2\]"}. This record does not assert independent reproduction. ### Belagiannis et al. Actor 1 Score: 75.3. Result ID: 698e7faeffc3901de09e1ab4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Belagiannis et al. Actor 1 Score: 75. Result ID: 698ca5903ce6cd2163e110e8. [Reporting paper]() Recorded evaluation configuration: {"Reference":"\[3\]"}. This record does not assert independent reproduction. ### Belagiannis et al. Actor 1 Score: 75. Result ID: 698d1a318b517eb4331f0979. [Reporting paper]() Recorded evaluation configuration: {"temporal information":true}. This record does not assert independent reproduction. ### Belagiannis et al. Actor 1 Score: 66.1. Result ID: 698ca5903ce6cd2163e110e7. [Reporting paper]() Recorded evaluation configuration: {"Reference":"\[1\]"}. This record does not assert independent reproduction. ### Belagiannis et al. Actor 1 Score: 66.1. Result ID: 698d1a318b517eb4331f0978. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Belagiannis et al. Actor 1 Score: 66.1. Result ID: 698e4235ffc3901de09c17d7. [Reporting paper]() Recorded evaluation configuration: {"3D Supervision (Anno)":"No","Reference":"\[1\]"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.