# Multivariate Time Series Classification on CHAR. TRAJ. (test) Source: [Multivariate Time Series Classification on CHAR. TRAJ. (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:59.134Z Evaluation of Multivariate Time Series Classification performance on the test split of the CHAR. TRAJ. dataset, measured using 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 | Multivariate Time Series Classification | | Dataset (including any stated split) | CHAR. TRAJ. (test) | | Metric | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FCN128-LS2T64 | 99.5 | Not recorded | 68fa6a711e209131cea2819c | | gRSF | 99.4 | Not recorded | 68fa6a711e209131cea2819c | | FCN64-LS2T64 | 99.3 | Not recorded | 68fa6a711e209131cea2819c | | SMTS | 99.2 | Not recorded | 68fa6a711e209131cea2819c | | FCN128 | 99.2 | Not recorded | 68fa6a711e209131cea2819c | | MLSTMFCN | 99 | Not recorded | 68fa6a711e209131cea2819c | | RESNET | 98.5 | Not recorded | 68fa6a711e209131cea2819c | | LS2T64 | 98 | Not recorded | 68fa6a711e209131cea2819c | | LPS | 96.5 | Not recorded | 68fa6a711e209131cea2819c | | DTW | 94.8 | Not recorded | 68fa6a711e209131cea2819c | | MUSE | 93.7 | Not recorded | 68fa6a711e209131cea2819c | | mvARF | 92.8 | Not recorded | 68fa6a711e209131cea2819c | | ARKERNEL | 90 | Not recorded | 68fa6a711e209131cea2819c | ### FCN128-LS2T64 Accuracy: 99.5. Result ID: 698e344affc3901de09ba069. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"FCN","Backbone Filter size":128,"Rank":64}. This record does not assert independent reproduction. ### gRSF Accuracy: 99.4. Result ID: 698e344affc3901de09ba061. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FCN64-LS2T64 Accuracy: 99.3. Result ID: 698e344affc3901de09ba068. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"FCN","Backbone Filter size":64,"Rank":64}. This record does not assert independent reproduction. ### SMTS Accuracy: 99.2. Result ID: 698e344affc3901de09ba060. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FCN128 Accuracy: 99.2. Result ID: 698e344affc3901de09ba065. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"FCN","Filter size":128}. This record does not assert independent reproduction. ### MLSTMFCN Accuracy: 99. Result ID: 698e344affc3901de09ba064. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RESNET Accuracy: 98.5. Result ID: 698e344affc3901de09ba066. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### LS2T64 Accuracy: 98. Result ID: 698e344affc3901de09ba067. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rank":64}. This record does not assert independent reproduction. ### LPS Accuracy: 96.5. Result ID: 698e344affc3901de09ba05f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DTW Accuracy: 94.8. Result ID: 698e344affc3901de09ba05e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MUSE Accuracy: 93.7. Result ID: 698e344affc3901de09ba063. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### mvARF Accuracy: 92.8. Result ID: 698e344affc3901de09ba062. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ARKERNEL Accuracy: 90. Result ID: 698e344affc3901de09ba05d. [Reporting paper]() [Method origin 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.