# Classification on BME Source: [Classification on BME]() Collection index: [llms.txt]() Data updated: 2026-03-11T06:32:21.876Z Evaluation of general Classification performance on the BME 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 | Classification | | Dataset (including any stated split) | BME | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 | | --- | --- | --- | --- | | TSRating | 57.5 | Not recorded | 68fa79001e209131cea7b970 | | DataShapley | 56.4 | Not recorded | 68fa79001e209131cea7b970 | | KNNShapley | 53.9 | Not recorded | 68fa79001e209131cea7b970 | | TSRating | 53.6 | Not recorded | 68fa79001e209131cea7b970 | | TimeInf | 53.5 | Not recorded | 68fa79001e209131cea7b970 | | DataShapley | 52.9 | Not recorded | 68fa79001e209131cea7b970 | | DataOob | 52.1 | Not recorded | 68fa79001e209131cea7b970 | | KNNShapley | 50.7 | Not recorded | 68fa79001e209131cea7b970 | | TSRating | 50.7 | Not recorded | 68fa79001e209131cea7b970 | | TimeInf | 50.4 | Not recorded | 68fa79001e209131cea7b970 | | TimeInf | 50 | Not recorded | 68fa79001e209131cea7b970 | | Random | 49.5 | Not recorded | 68fa79001e209131cea7b970 | | DataOob | 48.9 | Not recorded | 68fa79001e209131cea7b970 | | Random | 47.5 | Not recorded | 68fa79001e209131cea7b970 | | KNNShapley | 43.6 | Not recorded | 68fa79001e209131cea7b970 | | DataShapley | 43.3 | Not recorded | 68fa79001e209131cea7b970 | | Random | 42.7 | Not recorded | 68fa79001e209131cea7b970 | | DataOob | 26 | Not recorded | 68fa79001e209131cea7b970 | ### TSRating Accuracy: 57.5. Result ID: 69b10bee6dbb7075b95ab2f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"CNN"}. This record does not assert independent reproduction. ### DataShapley Accuracy: 56.4. Result ID: 69b10bee6dbb7075b95ab2f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"CNN"}. This record does not assert independent reproduction. ### KNNShapley Accuracy: 53.9. Result ID: 69b10bee6dbb7075b95ab2f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"CNN"}. This record does not assert independent reproduction. ### TSRating Accuracy: 53.6. Result ID: 69b10bee6dbb7075b95ab2fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"PatchTST"}. This record does not assert independent reproduction. ### TimeInf Accuracy: 53.5. Result ID: 69b10bee6dbb7075b95ab2f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"CNN"}. This record does not assert independent reproduction. ### DataShapley Accuracy: 52.9. Result ID: 69b10bee6dbb7075b95ab2fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"PatchTST"}. This record does not assert independent reproduction. ### DataOob Accuracy: 52.1. Result ID: 69b10bee6dbb7075b95ab2f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"CNN"}. This record does not assert independent reproduction. ### KNNShapley Accuracy: 50.7. Result ID: 69b10bee6dbb7075b95ab2ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Linear"}. This record does not assert independent reproduction. ### TSRating Accuracy: 50.7. Result ID: 69b10bee6dbb7075b95ab2f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Linear"}. This record does not assert independent reproduction. ### TimeInf Accuracy: 50.4. Result ID: 69b10bee6dbb7075b95ab2fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"PatchTST"}. This record does not assert independent reproduction. ### TimeInf Accuracy: 50. Result ID: 69b10bee6dbb7075b95ab2f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Linear"}. This record does not assert independent reproduction. ### Random Accuracy: 49.5. Result ID: 69b10bee6dbb7075b95ab2f2. [Reporting paper]() Recorded evaluation configuration: {"Model":"CNN"}. This record does not assert independent reproduction. ### DataOob Accuracy: 48.9. Result ID: 69b10bee6dbb7075b95ab2f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"PatchTST"}. This record does not assert independent reproduction. ### Random Accuracy: 47.5. Result ID: 69b10bee6dbb7075b95ab2f8. [Reporting paper]() Recorded evaluation configuration: {"Model":"PatchTST"}. This record does not assert independent reproduction. ### KNNShapley Accuracy: 43.6. Result ID: 69b10bee6dbb7075b95ab2fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"PatchTST"}. This record does not assert independent reproduction. ### DataShapley Accuracy: 43.3. Result ID: 69b10bee6dbb7075b95ab2ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Linear"}. This record does not assert independent reproduction. ### Random Accuracy: 42.7. Result ID: 69b10bee6dbb7075b95ab2ec. [Reporting paper]() Recorded evaluation configuration: {"Model":"Linear"}. This record does not assert independent reproduction. ### DataOob Accuracy: 26. Result ID: 69b10bee6dbb7075b95ab2ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Linear"}. This record does not assert independent reproduction. Page 1 of 1. 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