# Time Series Classification on 16 TSC datasets (test) Source: [Time Series Classification on 16 TSC datasets (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:40.113Z Evaluation of Time Series Classification performance across a collection of 16 specified Time Series Classification datasets (test split), utilizing probability metrics for comparison outcomes. 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 | Time Series Classification | | Dataset (including any stated split) | 16 TSC datasets (test) | | Metric | P(Pred \> True) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 33 of 33 | | 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 - [P(Pred \> True)](): Higher is better; unit: PERCENT. - [P(Pred = True)](): Higher is better; unit: PERCENT. - [P(Pred \< True)](): Higher is better; unit: PERCENT. ## Recorded results | Method | P(Pred \> True) | Result date | Report paper | | --- | --- | --- | --- | | FCN\_{128} | 99.8 | Not recorded | 68fa6a711e209131cea2819c | | RESNET | 99.8 | Not recorded | 68fa6a711e209131cea2819c | | MLSTMFCN | 91.6 | Not recorded | 68fa6a711e209131cea2819c | | GRSF | 48.1 | Not recorded | 68fa6a711e209131cea2819c | | MUSE | 40.5 | Not recorded | 68fa6a711e209131cea2819c | | FCN\_{128} | 36.3 | Not recorded | 68fa6a711e209131cea2819c | | LPS | 19.1 | Not recorded | 68fa6a711e209131cea2819c | | SMTS | 18 | Not recorded | 68fa6a711e209131cea2819c | | FCN\_{128} | 16.9 | Not recorded | 68fa6a711e209131cea2819c | | MLSTMFCN | 12.3 | Not recorded | 68fa6a711e209131cea2819c | | ARKERNEL | 10 | Not recorded | 68fa6a711e209131cea2819c | | RESNET | 5.6 | Not recorded | 68fa6a711e209131cea2819c | | MLSTMFCN | 5.5 | Not recorded | 68fa6a711e209131cea2819c | | DTW | 3.3 | Not recorded | 68fa6a711e209131cea2819c | | GRSF | 2.8 | Not recorded | 68fa6a711e209131cea2819c | | GRSF | 2.2 | Not recorded | 68fa6a711e209131cea2819c | | FCN\_{64}-LS2T^2\_{64} | 2 | Not recorded | 68fa6a711e209131cea2819c | | RESNET | 1.6 | Not recorded | 68fa6a711e209131cea2819c | | LPS | 1.2 | Not recorded | 68fa6a711e209131cea2819c | | MVARF | 1.1 | Not recorded | 68fa6a711e209131cea2819c | | SMTS | 1 | Not recorded | 68fa6a711e209131cea2819c | | SMTS | 0.8 | Not recorded | 68fa6a711e209131cea2819c | | LPS | 0.6 | Not recorded | 68fa6a711e209131cea2819c | | DTW | 0.1 | Not recorded | 68fa6a711e209131cea2819c | | ARKERNEL | 0.1 | Not recorded | 68fa6a711e209131cea2819c | | MUSE | 0.1 | Not recorded | 68fa6a711e209131cea2819c | | MUSE | 0.1 | Not recorded | 68fa6a711e209131cea2819c | | MVARF | 0 | Not recorded | 68fa6a711e209131cea2819c | | MVARF | 0 | Not recorded | 68fa6a711e209131cea2819c | | DTW | 0 | Not recorded | 68fa6a711e209131cea2819c | | ARKERNEL | 0 | Not recorded | 68fa6a711e209131cea2819c | | LS2T^2\_{64} | 0 | Not recorded | 68fa6a711e209131cea2819c | | LS2T^2\_{64} | 0 | Not recorded | 68fa6a711e209131cea2819c | ### FCN\_{128} P(Pred \> True): 99.8. Result ID: 698e344affc3901de09ba139. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"comparison\_target":"LS2T^2\_{64}"}. This record does not assert independent reproduction. ### RESNET P(Pred \> True): 99.8. Result ID: 698e344affc3901de09ba13c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"comparison\_target":"LS2T^2\_{64}"}. This record does not assert independent reproduction. ### MLSTMFCN P(Pred \> True): 91.6. Result ID: 698e344affc3901de09ba136. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"LS2T^2\_{64}"}. This record does not assert independent reproduction. ### GRSF P(Pred \> True): 48.1. Result ID: 698e344affc3901de09ba130. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"LS2T^2\_{64}"}. This record does not assert independent reproduction. ### MUSE P(Pred \> True): 40.5. Result ID: 698e344affc3901de09ba133. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"comparison\_target":"LS2T^2\_{64}"}. This record does not assert independent reproduction. ### FCN\_{128} P(Pred \> True): 36.3. Result ID: 698e344affc3901de09ba13a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{64}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### LPS P(Pred \> True): 19.1. Result ID: 698e344affc3901de09ba124. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"LS2T^2\_{64}"}. This record does not assert independent reproduction. ### SMTS P(Pred \> True): 18. Result ID: 698e344affc3901de09ba121. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"LS2T^2\_{64}"}. This record does not assert independent reproduction. ### FCN\_{128} P(Pred \> True): 16.9. Result ID: 698e344affc3901de09ba13b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### MLSTMFCN P(Pred \> True): 12.3. Result ID: 698e344affc3901de09ba137. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{64}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### ARKERNEL P(Pred \> True): 10. Result ID: 698e344affc3901de09ba12d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"comparison\_target":"LS2T^2\_{64}"}. This record does not assert independent reproduction. ### RESNET P(Pred \> True): 5.6. Result ID: 698e344affc3901de09ba13d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{64}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### MLSTMFCN P(Pred \> True): 5.5. Result ID: 698e344affc3901de09ba138. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### DTW P(Pred \> True): 3.3. Result ID: 698e344affc3901de09ba12a. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"LS2T^2\_{64}"}. This record does not assert independent reproduction. ### GRSF P(Pred \> True): 2.8. Result ID: 698e344affc3901de09ba131. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{64}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### GRSF P(Pred \> True): 2.2. Result ID: 698e344affc3901de09ba132. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### FCN\_{64}-LS2T^2\_{64} P(Pred \> True): 2. Result ID: 698e344affc3901de09ba141. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### RESNET P(Pred \> True): 1.6. Result ID: 698e344affc3901de09ba13e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### LPS P(Pred \> True): 1.2. Result ID: 698e344affc3901de09ba125. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{64}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### MVARF P(Pred \> True): 1.1. Result ID: 698e344affc3901de09ba127. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"LS2T^2\_{64}"}. This record does not assert independent reproduction. ### SMTS P(Pred \> True): 1. Result ID: 698e344affc3901de09ba122. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{64}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### SMTS P(Pred \> True): 0.8. Result ID: 698e344affc3901de09ba123. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### LPS P(Pred \> True): 0.6. Result ID: 698e344affc3901de09ba126. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### DTW P(Pred \> True): 0.1. Result ID: 698e344affc3901de09ba12b. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{64}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### ARKERNEL P(Pred \> True): 0.1. Result ID: 698e344affc3901de09ba12e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{64}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### MUSE P(Pred \> True): 0.1. Result ID: 698e344affc3901de09ba134. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{64}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### MUSE P(Pred \> True): 0.1. Result ID: 698e344affc3901de09ba135. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### MVARF P(Pred \> True): 0. Result ID: 698e344affc3901de09ba128. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{64}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### MVARF P(Pred \> True): 0. Result ID: 698e344affc3901de09ba129. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### DTW P(Pred \> True): 0. Result ID: 698e344affc3901de09ba12c. [Reporting paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### ARKERNEL P(Pred \> True): 0. Result ID: 698e344affc3901de09ba12f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### LS2T^2\_{64} P(Pred \> True): 0. Result ID: 698e344affc3901de09ba13f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{64}-LS2T^2\_{64}"}. This record does not assert independent reproduction. ### LS2T^2\_{64} P(Pred \> True): 0. Result ID: 698e344affc3901de09ba140. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"comparison\_target":"FCN\_{128}-LS2T^2\_{64}"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.