# Tissue parameter estimation on Bloch-McConnell equation-based digital phantoms Source: [Tissue parameter estimation on Bloch-McConnell equation-based digital phantoms]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:49:30.848Z Evaluation of tissue parameter estimation performance using models derived from the Bloch-McConnell equations on digital phantoms. 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 | Tissue parameter estimation | | Dataset (including any stated split) | Bloch-McConnell equation-based digital phantoms | | Metric | MAE (kmw) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 12 of 12 | | 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 - [MAE (kmw)](): Lower is better; unit: SCALAR. - [MAE (Mm0)](): Lower is better; unit: SCALAR. - [MAE (Tm2)](): Lower is better; unit: SCALAR. - [MAE (Tw1)](): Lower is better; unit: SCALAR. ## Recorded results | Method | MAE (kmw) | Result date | Report paper | | --- | --- | --- | --- | | FCNN | 10.09 | Not recorded | 68fa42951e209131ce9035ac | | OTOM | 10.29 | Not recorded | 68fa42951e209131ce9035ac | | FCNN | 11.18 | Not recorded | 68fa42951e209131ce9035ac | | OTOM | 11.19 | Not recorded | 68fa42951e209131ce9035ac | | FCNN | 11.78 | Not recorded | 68fa42951e209131ce9035ac | | OTOM | 11.84 | Not recorded | 68fa42951e209131ce9035ac | | Bloch fitting | 12.07 | Not recorded | 68fa42951e209131ce9035ac | | Bloch fitting | 13.1 | Not recorded | 68fa42951e209131ce9035ac | | Bloch fitting | 13.7 | Not recorded | 68fa42951e209131ce9035ac | | OTOM | 13.91 | Not recorded | 68fa42951e209131ce9035ac | | FCNN | 13.94 | Not recorded | 68fa42951e209131ce9035ac | | Bloch fitting | 16.1 | Not recorded | 68fa42951e209131ce9035ac | ### FCNN MAE (kmw): 10.09. Result ID: 698b992b7a967eddb76febae. [Reporting paper]() Recorded evaluation configuration: {"Schedule with length":"PR#40"}. This record does not assert independent reproduction. ### OTOM MAE (kmw): 10.29. Result ID: 698b992b7a967eddb76febad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Schedule with length":"PR#40"}. This record does not assert independent reproduction. ### FCNN MAE (kmw): 11.18. Result ID: 698b992b7a967eddb76febb1. [Reporting paper]() Recorded evaluation configuration: {"Schedule with length":"PR#30"}. This record does not assert independent reproduction. ### OTOM MAE (kmw): 11.19. Result ID: 698b992b7a967eddb76febb0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Schedule with length":"PR#30"}. This record does not assert independent reproduction. ### FCNN MAE (kmw): 11.78. Result ID: 698b992b7a967eddb76febb4. [Reporting paper]() Recorded evaluation configuration: {"Schedule with length":"PR#20"}. This record does not assert independent reproduction. ### OTOM MAE (kmw): 11.84. Result ID: 698b992b7a967eddb76febb3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Schedule with length":"PR#20"}. This record does not assert independent reproduction. ### Bloch fitting MAE (kmw): 12.07. Result ID: 698b992b7a967eddb76febaf. [Reporting paper]() Recorded evaluation configuration: {"Schedule with length":"PR#40"}. This record does not assert independent reproduction. ### Bloch fitting MAE (kmw): 13.1. Result ID: 698b992b7a967eddb76febb2. [Reporting paper]() Recorded evaluation configuration: {"Schedule with length":"PR#30"}. This record does not assert independent reproduction. ### Bloch fitting MAE (kmw): 13.7. Result ID: 698b992b7a967eddb76febb5. [Reporting paper]() Recorded evaluation configuration: {"Schedule with length":"PR#20"}. This record does not assert independent reproduction. ### OTOM MAE (kmw): 13.91. Result ID: 698b992b7a967eddb76febb6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Schedule with length":"PR#10"}. This record does not assert independent reproduction. ### FCNN MAE (kmw): 13.94. Result ID: 698b992b7a967eddb76febb7. [Reporting paper]() Recorded evaluation configuration: {"Schedule with length":"PR#10"}. This record does not assert independent reproduction. ### Bloch fitting MAE (kmw): 16.1. Result ID: 698b992b7a967eddb76febb8. [Reporting paper]() Recorded evaluation configuration: {"Schedule with length":"PR#10"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.