# Spatio-temporal event modeling on NYC Complaint Data Source: [Spatio-temporal event modeling on NYC Complaint Data]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:05:53.922Z Evaluation of models performing spatio-temporal event modeling using the NYC Complaint Data, typically assessed using metrics like 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) | NYC Complaint Data | | Metric | TLL | | Unit | SCALAR | | 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 - [TLL](): Higher is better; unit: SCALAR. - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | TLL | Result date | Report paper | | --- | --- | --- | --- | | Score-DKMPP+ | 4.28 | Not recorded | 68fa70cb1e209131cea4d309 | | DeepSTPP | 3.97 | Not recorded | 68fa70cb1e209131cea4d309 | | Score-DKMPP+ | 3.74 | Not recorded | 68fa70cb1e209131cea4d309 | | Score-DKMPP+ | 3.13 | Not recorded | 68fa70cb1e209131cea4d309 | | NSTPP | 3.07 | Not recorded | 68fa70cb1e209131cea4d309 | | Score-DKMPP | 3.06 | Not recorded | 68fa70cb1e209131cea4d309 | | Score-DKMPP | 3.04 | Not recorded | 68fa70cb1e209131cea4d309 | | Score-DKMPP | 2.96 | Not recorded | 68fa70cb1e209131cea4d309 | | DMPP | 2.11 | Not recorded | 68fa70cb1e209131cea4d309 | | DMPP | 2.06 | Not recorded | 68fa70cb1e209131cea4d309 | | DMPP | 2.02 | Not recorded | 68fa70cb1e209131cea4d309 | | HomoPoisson | 1.66 | Not recorded | 68fa70cb1e209131cea4d309 | ### Score-DKMPP+ TLL: 4.28. Result ID: 699158a93a6c314849077da1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"OU"}. This record does not assert independent reproduction. ### DeepSTPP TLL: 3.97. Result ID: 699158a93a6c314849077d98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Score-DKMPP+ TLL: 3.74. Result ID: 699158a93a6c314849077da0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RQ"}. This record does not assert independent reproduction. ### Score-DKMPP+ TLL: 3.13. Result ID: 699158a93a6c314849077d9f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RBF"}. This record does not assert independent reproduction. ### NSTPP TLL: 3.07. Result ID: 699158a93a6c314849077d97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Score-DKMPP TLL: 3.06. Result ID: 699158a93a6c314849077d9e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"OU"}. This record does not assert independent reproduction. ### Score-DKMPP TLL: 3.04. Result ID: 699158a93a6c314849077d9d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RQ"}. This record does not assert independent reproduction. ### Score-DKMPP TLL: 2.96. Result ID: 699158a93a6c314849077d9c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RBF"}. This record does not assert independent reproduction. ### DMPP TLL: 2.11. Result ID: 699158a93a6c314849077d9a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RQ"}. This record does not assert independent reproduction. ### DMPP TLL: 2.06. Result ID: 699158a93a6c314849077d99. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"RBF"}. This record does not assert independent reproduction. ### DMPP TLL: 2.02. Result ID: 699158a93a6c314849077d9b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Kernel":"OU"}. This record does not assert independent reproduction. ### HomoPoisson TLL: 1.66. Result ID: 699158a93a6c314849077d96. [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.