# Long-term Motion Prediction on H3.6M Discussion Source: [Long-term Motion Prediction on H3.6M Discussion]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:49:25.931Z Evaluation of long-term human motion prediction models specifically on the 'Discussion' activity subset of the Human3.6M dataset, reporting Mean Absolute Error (MAE) at future time steps of 560ms and 1000ms. 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 | Long-term Motion Prediction | | Dataset (including any stated split) | H3.6M Discussion | | Metric | MAE (1000ms) | | Unit | SCALAR | | Direction | Lower 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 - [MAE (1000ms)](): Lower is better; unit: SCALAR. - [MAE (560ms)](): Lower is better; unit: SCALAR. ## Recorded results | Method | MAE (1000ms) | Result date | Report paper | | --- | --- | --- | --- | | Sym-GNN | 1.28 | Not recorded | 68fa66771e209131cea10503 | | AGED | 1.3 | Not recorded | 68fa66771e209131cea10503 | | Res-sup. | 1.69 | Not recorded | 68fa66771e209131cea10503 | | DropAE | 1.73 | Not recorded | 68fa66771e209131cea10503 | | TP-RNN | 1.74 | Not recorded | 68fa66771e209131cea10503 | | Skel-TNet | 1.75 | Not recorded | 68fa66771e209131cea10503 | | BiHMP-GAN | 1.77 | Not recorded | 68fa66771e209131cea10503 | | CSM | 1.86 | Not recorded | 68fa66771e209131cea10503 | | ZeroV | 1.96 | Not recorded | 68fa66771e209131cea10503 | | SRNN | 2.43 | Not recorded | 68fa66771e209131cea10503 | | ERD | 2.92 | Not recorded | 68fa66771e209131cea10503 | | Lstm3LR | 2.93 | Not recorded | 68fa66771e209131cea10503 | ### Sym-GNN MAE (1000ms): 1.28. Result ID: 698cf17e8b517eb4331de024. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AGED MAE (1000ms): 1.3. Result ID: 698cf17e8b517eb4331de021. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Res-sup. MAE (1000ms): 1.69. Result ID: 698cf17e8b517eb4331de01e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DropAE MAE (1000ms): 1.73. Result ID: 698cf17e8b517eb4331de01d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TP-RNN MAE (1000ms): 1.74. Result ID: 698cf17e8b517eb4331de020. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Skel-TNet MAE (1000ms): 1.75. Result ID: 698cf17e8b517eb4331de023. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BiHMP-GAN MAE (1000ms): 1.77. Result ID: 698cf17e8b517eb4331de022. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSM MAE (1000ms): 1.86. Result ID: 698cf17e8b517eb4331de01f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ZeroV MAE (1000ms): 1.96. Result ID: 698cf17e8b517eb4331de019. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SRNN MAE (1000ms): 2.43. Result ID: 698cf17e8b517eb4331de01c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ERD MAE (1000ms): 2.92. Result ID: 698cf17e8b517eb4331de01a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Lstm3LR MAE (1000ms): 2.93. Result ID: 698cf17e8b517eb4331de01b. [Reporting paper]() [Method origin paper]() [Implementation]() 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.