# Spatio-temporal Event Modeling on Crimes in Vancouver Source: [Spatio-temporal Event Modeling on Crimes in Vancouver]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:05:53.890Z Evaluation of model performance for Spatio-temporal event modeling using the Crimes in Vancouver dataset, reporting metrics such as TLL and Accuracy. 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 | Spatio-temporal event modeling | | Dataset (including any stated split) | Crimes in Vancouver | | Metric | TLL | | 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 - [TLL](): Lower is better; unit: SCALAR. - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | TLL | Result date | Report paper | | --- | --- | --- | --- | | DMPP | 60.09 | Not recorded | 68fa70cb1e209131cea4d309 | | HomoPoisson | 60.468 | Not recorded | 68fa70cb1e209131cea4d309 | | DMPP | 60.85 | Not recorded | 68fa70cb1e209131cea4d309 | | DeepSTPP | 62.15 | Not recorded | 68fa70cb1e209131cea4d309 | | DMPP | 62.58 | Not recorded | 68fa70cb1e209131cea4d309 | | NSTPP | 65.45 | Not recorded | 68fa70cb1e209131cea4d309 | | Score-DKMPP+ | 67.03 | Not recorded | 68fa70cb1e209131cea4d309 | | Score-DKMPP+ | 68.78 | Not recorded | 68fa70cb1e209131cea4d309 | | Score-DKMPP | 69.06 | Not recorded | 68fa70cb1e209131cea4d309 | | Score-DKMPP | 69.51 | Not recorded | 68fa70cb1e209131cea4d309 | | Score-DKMPP+ | 69.52 | Not recorded | 68fa70cb1e209131cea4d309 | | Score-DKMPP | 69.55 | Not recorded | 68fa70cb1e209131cea4d309 | ### DMPP TLL: 60.09. Result ID: 699158a93a6c314849077d82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RQ"}. This record does not assert independent reproduction. ### HomoPoisson TLL: 60.468. Result ID: 699158a93a6c314849077d7e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DMPP TLL: 60.85. Result ID: 699158a93a6c314849077d83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"OU"}. This record does not assert independent reproduction. ### DeepSTPP TLL: 62.15. Result ID: 699158a93a6c314849077d80. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DMPP TLL: 62.58. Result ID: 699158a93a6c314849077d81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RBF"}. This record does not assert independent reproduction. ### NSTPP TLL: 65.45. Result ID: 699158a93a6c314849077d7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Score-DKMPP+ TLL: 67.03. Result ID: 699158a93a6c314849077d87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RBF"}. This record does not assert independent reproduction. ### Score-DKMPP+ TLL: 68.78. Result ID: 699158a93a6c314849077d89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"OU"}. This record does not assert independent reproduction. ### Score-DKMPP TLL: 69.06. Result ID: 699158a93a6c314849077d84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RBF"}. This record does not assert independent reproduction. ### Score-DKMPP TLL: 69.51. Result ID: 699158a93a6c314849077d86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"OU"}. This record does not assert independent reproduction. ### Score-DKMPP+ TLL: 69.52. Result ID: 699158a93a6c314849077d88. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RQ"}. This record does not assert independent reproduction. ### Score-DKMPP TLL: 69.55. Result ID: 699158a93a6c314849077d85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RQ"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.