# Myocardial T1 SD estimation on In-house cardiac dataset Post-Gd Source: [Myocardial T1 SD estimation on In-house cardiac dataset Post-Gd]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:05:49.559Z Evaluation of model performance for Myocardial T1 SD estimation on the proprietary In-house cardiac dataset Post-Gd, reporting T1 SD values in milliseconds. 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 | Myocardial T1 SD estimation | | Dataset (including any stated split) | In-house cardiac dataset Post-Gd | | Metric | T1 SD (ms) | | Unit | TIME | | Direction | Lower 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 - [T1 SD (ms)](): Lower is better; unit: TIME. ## Recorded results | Method | T1 SD (ms) | Result date | Report paper | | --- | --- | --- | --- | | PCA-Relax | 17.19 | Not recorded | 68fa73c21e209131cea5e4cc | | PCA-Relax | 18.02 | Not recorded | 68fa73c21e209131cea5e4cc | | PCA | 18.08 | Not recorded | 68fa73c21e209131cea5e4cc | | VM-G | 18.19 | Not recorded | 68fa73c21e209131cea5e4cc | | PCA | 18.89 | Not recorded | 68fa73c21e209131cea5e4cc | | VM-G | 19.09 | Not recorded | 68fa73c21e209131cea5e4cc | | PCA | 23.82 | Not recorded | 68fa73c21e209131cea5e4cc | | VM-G | 25 | Not recorded | 68fa73c21e209131cea5e4cc | | PCA-Relax | 25.55 | Not recorded | 68fa73c21e209131cea5e4cc | | VM-P | 25.6 | Not recorded | 68fa73c21e209131cea5e4cc | | VM-P | 25.86 | Not recorded | 68fa73c21e209131cea5e4cc | | VM-P | 27.42 | Not recorded | 68fa73c21e209131cea5e4cc | | Raw | 28.32 | Not recorded | 68fa73c21e209131cea5e4cc | ### PCA-Relax T1 SD (ms): 17.19. Result ID: 699321703a6c31484913ece2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"Fine-tuning"}. This record does not assert independent reproduction. ### PCA-Relax T1 SD (ms): 18.02. Result ID: 699321703a6c31484913ece1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"One-shot"}. This record does not assert independent reproduction. ### PCA T1 SD (ms): 18.08. Result ID: 699321703a6c31484913ecdf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"Fine-tuning"}. This record does not assert independent reproduction. ### VM-G T1 SD (ms): 18.19. Result ID: 699321703a6c31484913ecdc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"Fine-tuning"}. This record does not assert independent reproduction. ### PCA T1 SD (ms): 18.89. Result ID: 699321703a6c31484913ecde. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"One-shot"}. This record does not assert independent reproduction. ### VM-G T1 SD (ms): 19.09. Result ID: 699321703a6c31484913ecdb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"One-shot"}. This record does not assert independent reproduction. ### PCA T1 SD (ms): 23.82. Result ID: 699321703a6c31484913ecdd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"Standard"}. This record does not assert independent reproduction. ### VM-G T1 SD (ms): 25. Result ID: 699321703a6c31484913ecda. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"Standard"}. This record does not assert independent reproduction. ### PCA-Relax T1 SD (ms): 25.55. Result ID: 699321703a6c31484913ece0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"Standard"}. This record does not assert independent reproduction. ### VM-P T1 SD (ms): 25.6. Result ID: 699321703a6c31484913ecd9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"Fine-tuning"}. This record does not assert independent reproduction. ### VM-P T1 SD (ms): 25.86. Result ID: 699321703a6c31484913ecd8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"One-shot"}. This record does not assert independent reproduction. ### VM-P T1 SD (ms): 27.42. Result ID: 699321703a6c31484913ecd7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Strategy":"Standard"}. This record does not assert independent reproduction. ### Raw T1 SD (ms): 28.32. Result ID: 699321703a6c31484913ecd6. [Reporting paper]() Recorded evaluation configuration: {"Strategy":"Standard"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.