# Destination Prediction on Chengdu Source: [Destination Prediction on Chengdu]() Collection index: [llms.txt]() Data updated: 2026-07-01T06:51:19.673Z Evaluation of destination prediction models using the Chengdu dataset, assessed using top-K accuracy metrics (Acc@1, Acc@5, Acc@10). 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 | Destination Prediction | | Dataset (including any stated split) | Chengdu | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [Top-1 Accuracy](): Higher is better; unit: PERCENT. - [Top-5 Accuracy](): Higher is better; unit: PERCENT. - [Top-10 Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CORE | 42.96 | Not recorded | 68fa7c291e209131cea8cc7a | | Path-LLM | 41.75 | Not recorded | 68fa7c291e209131cea8cc7a | | HRNR | 41.68 | Not recorded | 68fa7c291e209131cea8cc7a | | TrajMamba | 41.61 | Not recorded | 68fa7c291e209131cea8cc7a | | TRACK | 41.59 | Not recorded | 68fa7c291e209131cea8cc7a | | JGRM | 41.5 | Not recorded | 68fa7c291e209131cea8cc7a | | START | 41.28 | Not recorded | 68fa7c291e209131cea8cc7a | | TrajCogn | 40.96 | Not recorded | 68fa7c291e209131cea8cc7a | | PIM | 40.73 | Not recorded | 68fa7c291e209131cea8cc7a | | JCLRNT | 40.72 | Not recorded | 68fa7c291e209131cea8cc7a | | GREEN | 40.6 | Not recorded | 68fa7c291e209131cea8cc7a | | DyToast | 40.07 | Not recorded | 68fa7c291e209131cea8cc7a | | Toast | 39.54 | Not recorded | 68fa7c291e209131cea8cc7a | ### CORE Top-1 Accuracy: 42.96. Result ID: 6a44b8e773d097d845bdc50d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Path-LLM Top-1 Accuracy: 41.75. Result ID: 6a44b8e773d097d845bdc50a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HRNR Top-1 Accuracy: 41.68. Result ID: 6a44b8e773d097d845bdc501. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TrajMamba Top-1 Accuracy: 41.61. Result ID: 6a44b8e773d097d845bdc509. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TRACK Top-1 Accuracy: 41.59. Result ID: 6a44b8e773d097d845bdc50b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### JGRM Top-1 Accuracy: 41.5. Result ID: 6a44b8e773d097d845bdc507. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### START Top-1 Accuracy: 41.28. Result ID: 6a44b8e773d097d845bdc506. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TrajCogn Top-1 Accuracy: 40.96. Result ID: 6a44b8e773d097d845bdc508. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PIM Top-1 Accuracy: 40.73. Result ID: 6a44b8e773d097d845bdc503. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### JCLRNT Top-1 Accuracy: 40.72. Result ID: 6a44b8e773d097d845bdc505. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GREEN Top-1 Accuracy: 40.6. Result ID: 6a44b8e773d097d845bdc50c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DyToast Top-1 Accuracy: 40.07. Result ID: 6a44b8e773d097d845bdc504. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Toast Top-1 Accuracy: 39.54. Result ID: 6a44b8e773d097d845bdc502. [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.