# Linear Regression on Superconductivity 60 Source: [Linear Regression on Superconductivity 60]() Collection index: [llms.txt]() Data updated: 2026-03-19T08:38:46.261Z Evaluation of Linear Regression performance on the Superconductivity 60 dataset, measured using Time(s), MSE, and % Impute Samples. 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 | Linear Regression | | Dataset (including any stated split) | Superconductivity 60 | | Metric | Time (s) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 16 of 16 | | 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 - [Time (s)](): Lower is better; unit: TIME. - [MSE](): Lower is better; unit: SCALAR. - [% Impute Samples](): Lower is better; unit: PERCENT. ## Recorded results | Method | Time (s) | Result date | Report paper | | --- | --- | --- | --- | | Almost Minimal Repair | 6.5 | Not recorded | 68fa77871e209131cea73d8c | | AC | 10.49 | Not recorded | 68fa77871e209131cea73d8c | | Almost Minimal Repair | 11.5 | Not recorded | 68fa77871e209131cea73d8c | | Almost Minimal Repair | 15.5 | Not recorded | 68fa77871e209131cea73d8c | | Almost Minimal Repair | 22.1 | Not recorded | 68fa77871e209131cea73d8c | | AC | 24.77 | Not recorded | 68fa77871e209131cea73d8c | | Minimal Repair | 28.74 | Not recorded | 68fa77871e209131cea73d8c | | Minimal Repair | 30.93 | Not recorded | 68fa77871e209131cea73d8c | | Baseline | 34.13 | Not recorded | 68fa77871e209131cea73d8c | | Baseline | 40.23 | Not recorded | 68fa77871e209131cea73d8c | | AC | 108.7 | Not recorded | 68fa77871e209131cea73d8c | | AC | 230.2 | Not recorded | 68fa77871e209131cea73d8c | | Minimal Repair | 1148.74 | Not recorded | 68fa77871e209131cea73d8c | | Baseline | 1209.42 | Not recorded | 68fa77871e209131cea73d8c | | Minimal Repair | 19117 | Not recorded | 68fa77871e209131cea73d8c | | Baseline | 19349 | Not recorded | 68fa77871e209131cea73d8c | ### Almost Minimal Repair Time (s): 6.5. Result ID: 69bbb61347f34ce924a58fce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"TCSDI"}. This record does not assert independent reproduction. ### AC Time (s): 10.49. Result ID: 69bbb61347f34ce924a58fd0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"KNN"}. This record does not assert independent reproduction. ### Almost Minimal Repair Time (s): 11.5. Result ID: 69bbb61347f34ce924a58fcf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"MF"}. This record does not assert independent reproduction. ### Almost Minimal Repair Time (s): 15.5. Result ID: 69bbb61347f34ce924a58fcc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"KNN"}. This record does not assert independent reproduction. ### Almost Minimal Repair Time (s): 22.1. Result ID: 69bbb61347f34ce924a58fcd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"MICE"}. This record does not assert independent reproduction. ### AC Time (s): 24.77. Result ID: 69bbb61347f34ce924a58fd1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"MICE"}. This record does not assert independent reproduction. ### Minimal Repair Time (s): 28.74. Result ID: 69bbb61347f34ce924a58fc8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"KNN"}. This record does not assert independent reproduction. ### Minimal Repair Time (s): 30.93. Result ID: 69bbb61347f34ce924a58fc9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"MICE"}. This record does not assert independent reproduction. ### Baseline Time (s): 34.13. Result ID: 69bbb61347f34ce924a58fd5. [Reporting paper]() Recorded evaluation configuration: {"Imputation Method":"MICE"}. This record does not assert independent reproduction. ### Baseline Time (s): 40.23. Result ID: 69bbb61347f34ce924a58fd4. [Reporting paper]() Recorded evaluation configuration: {"Imputation Method":"KNN"}. This record does not assert independent reproduction. ### AC Time (s): 108.7. Result ID: 69bbb61347f34ce924a58fd2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"TCSDI"}. This record does not assert independent reproduction. ### AC Time (s): 230.2. Result ID: 69bbb61347f34ce924a58fd3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"MF"}. This record does not assert independent reproduction. ### Minimal Repair Time (s): 1148.74. Result ID: 69bbb61347f34ce924a58fcb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"MF"}. This record does not assert independent reproduction. ### Baseline Time (s): 1209.42. Result ID: 69bbb61347f34ce924a58fd7. [Reporting paper]() Recorded evaluation configuration: {"Imputation Method":"MF"}. This record does not assert independent reproduction. ### Minimal Repair Time (s): 19117. Result ID: 69bbb61347f34ce924a58fca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Imputation Method":"TCSDI"}. This record does not assert independent reproduction. ### Baseline Time (s): 19349. Result ID: 69bbb61347f34ce924a58fd6. [Reporting paper]() Recorded evaluation configuration: {"Imputation Method":"TCSDI"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.