# Future Trajectory Prediction on ActEV VIRAT 2018 (val) Source: [Future Trajectory Prediction on ActEV VIRAT 2018 (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:21:41.358Z Evaluation of future trajectory prediction models on the validation split of the ActEV VIRAT 2018 dataset, typically assessed using Average Displacement Error (ADE) and Final Displacement Error (FDE) metrics. 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 | Future trajectory prediction | | Dataset (including any stated split) | ActEV VIRAT 2018 (val) | | Metric | ADE | | Unit | SCALAR | | Direction | Lower 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 - [ADE](): Lower is better; unit: SCALAR. - [FDE](): Lower is better; unit: SCALAR. - [move ADE](): Lower is better; unit: SCALAR. - [move FDE](): Lower is better; unit: SCALAR. ## Recorded results | Method | ADE | Result date | Report paper | | --- | --- | --- | --- | | Pishgu | 14.11 | Not recorded | 68fa6eb41e209131cea41993 | | Next | 16 | Not recorded | 68fa65d51e209131cea0c897 | | Next | 17.99 | Not recorded | 68fa65d51e209131cea0c897 | | ST-Attention | 18.39 | Not recorded | 68fa6eb41e209131cea41993 | | Multiverse | 18.51 | Not recorded | 68fa6eb41e209131cea41993 | | ST-MR | 18.58 | Not recorded | 68fa6eb41e209131cea41993 | | Next | 19.78 | Not recorded | 68fa6eb41e209131cea41993 | | SGAN-V | 21.16 | Not recorded | 68fa65d51e209131cea0c897 | | SimAug | 21.73 | Not recorded | 68fa6eb41e209131cea41993 | | Social LSTM | 23.1 | Not recorded | 68fa65d51e209131cea0c897 | | Social-LSTM | 23.1 | Not recorded | 68fa6eb41e209131cea41993 | | SGAN-PV | 23.11 | Not recorded | 68fa65d51e209131cea0c897 | | LSTM | 23.98 | Not recorded | 68fa65d51e209131cea0c897 | | Social-GAN | 30.4 | Not recorded | 68fa6eb41e209131cea41993 | | Social-GAN | 30.42 | Not recorded | 68fa6eb41e209131cea41993 | | SGAN-V | 30.48 | Not recorded | 68fa65d51e209131cea0c897 | | SGAN-PV | 30.51 | Not recorded | 68fa65d51e209131cea0c897 | | Linear | 32.19 | Not recorded | 68fa65d51e209131cea0c897 | | Next-Noisy | 34.32 | Not recorded | 68fa65d51e209131cea0c897 | ### Pishgu ADE: 14.11. Result ID: 699053103a6c314849ffb85a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"0.11"}. This record does not assert independent reproduction. ### Next ADE: 16. Result ID: 698cca318b517eb4331cc0fc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Number of outputs":20}. This record does not assert independent reproduction. ### Next ADE: 17.99. Result ID: 698cca318b517eb4331cc0f8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Number of outputs":1}. This record does not assert independent reproduction. ### ST-Attention ADE: 18.39. Result ID: 699053103a6c314849ffb859. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"1.98"}. This record does not assert independent reproduction. ### Multiverse ADE: 18.51. Result ID: 699053103a6c314849ffb856. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ST-MR ADE: 18.58. Result ID: 699053103a6c314849ffb858. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Next ADE: 19.78. Result ID: 699053103a6c314849ffb855. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"3.95"}. This record does not assert independent reproduction. ### SGAN-V ADE: 21.16. Result ID: 698cca318b517eb4331cc0fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of outputs":20}. This record does not assert independent reproduction. ### SimAug ADE: 21.73. Result ID: 699053103a6c314849ffb857. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Social LSTM ADE: 23.1. Result ID: 698cca318b517eb4331cc0f5. [Reporting paper]() Recorded evaluation configuration: {"Number of outputs":1}. This record does not assert independent reproduction. ### Social-LSTM ADE: 23.1. Result ID: 699053103a6c314849ffb852. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SGAN-PV ADE: 23.11. Result ID: 698cca318b517eb4331cc0fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of outputs":20}. This record does not assert independent reproduction. ### LSTM ADE: 23.98. Result ID: 698cca318b517eb4331cc0f4. [Reporting paper]() Recorded evaluation configuration: {"Number of outputs":1}. This record does not assert independent reproduction. ### Social-GAN ADE: 30.4. Result ID: 699053103a6c314849ffb853. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"variant":"V"}. This record does not assert independent reproduction. ### Social-GAN ADE: 30.42. Result ID: 699053103a6c314849ffb854. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"variant":"PV"}. This record does not assert independent reproduction. ### SGAN-V ADE: 30.48. Result ID: 698cca318b517eb4331cc0f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of outputs":1}. This record does not assert independent reproduction. ### SGAN-PV ADE: 30.51. Result ID: 698cca318b517eb4331cc0f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of outputs":1}. This record does not assert independent reproduction. ### Linear ADE: 32.19. Result ID: 698cca318b517eb4331cc0f3. [Reporting paper]() Recorded evaluation configuration: {"Number of outputs":1}. This record does not assert independent reproduction. ### Next-Noisy ADE: 34.32. Result ID: 698cca318b517eb4331cc0f9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Number of outputs":1}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.