# Quality Control on Fetal brain MRI SRR (Leave-one-site-out) Source: [Quality Control on Fetal brain MRI SRR (Leave-one-site-out)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:25:09.570Z Evaluation of Quality Control performance on the Fetal brain MRI SRR dataset using a leave-one-site-out cross-validation scheme, reporting metrics such as AUC, Balanced Accuracy (BA), Sensitivity, and Specificity. 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 | Quality Control | | Dataset (including any stated split) | Fetal brain MRI SRR Leave-one-site-out (out-of-domain) | | Metric | AUC | | Unit | PERCENT | | Direction | Higher 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 - [AUC](): Higher is better; unit: PERCENT. - [Balanced Accuracy](): Higher is better; unit: PERCENT. - [Sensitivity](): Higher is better; unit: PERCENT. - [Specificity](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | Oracle | 98 | Not recorded | 68fa7b451e209131cea876fd | | Oracle | 97 | Not recorded | 68fa7b451e209131cea876fd | | rew. (t=0.7) | 93 | Not recorded | 68fa7b451e209131cea876fd | | FetMRQCSR (t=0.7) | 92 | Not recorded | 68fa7b451e209131cea876fd | | FetMRQCSR (t=0.7) | 92 | Not recorded | 68fa7b451e209131cea876fd | | FetMRQCSR (t=0.7) | 90 | Not recorded | 68fa7b451e209131cea876fd | | FetMRQCSR (t=0.7) | 90 | Not recorded | 68fa7b451e209131cea876fd | | FetMRQCSR (t=0.7) | 89 | Not recorded | 68fa7b451e209131cea876fd | | rew. (t=0.7) | 89 | Not recorded | 68fa7b451e209131cea876fd | | FetMRQCSR (t=0.7) | 88 | Not recorded | 68fa7b451e209131cea876fd | | MLP (0.7) | 85 | Not recorded | 68fa7b451e209131cea876fd | | FetMRQCSR (t=0.7) | 85 | Not recorded | 68fa7b451e209131cea876fd | | FetMRQCSR (t=0.7) | 84 | Not recorded | 68fa7b451e209131cea876fd | | MLP (0.7) | 83 | Not recorded | 68fa7b451e209131cea876fd | | Stats | 50 | Not recorded | 68fa7b451e209131cea876fd | | Stats | 50 | Not recorded | 68fa7b451e209131cea876fd | ### Oracle AUC: 98. Result ID: 699a3d045698665ec4c39478. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Oracle AUC: 97. Result ID: 699a3d055698665ec4c39488. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### rew. (t=0.7) AUC: 93. Result ID: 699a3d045698665ec4c39477. [Reporting paper]() Recorded evaluation configuration: {"Seg.":true,"IQMs":true}. This record does not assert independent reproduction. ### FetMRQCSR (t=0.7) AUC: 92. Result ID: 699a3d045698665ec4c39475. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seg.":true,"IQMs":false}. This record does not assert independent reproduction. ### FetMRQCSR (t=0.7) AUC: 92. Result ID: 699a3d045698665ec4c39476. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seg.":true,"IQMs":true}. This record does not assert independent reproduction. ### FetMRQCSR (t=0.7) AUC: 90. Result ID: 699a3d045698665ec4c39473. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seg.":false,"IQMs":false}. This record does not assert independent reproduction. ### FetMRQCSR (t=0.7) AUC: 90. Result ID: 699a3d045698665ec4c39474. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seg.":false,"IQMs":true}. This record does not assert independent reproduction. ### FetMRQCSR (t=0.7) AUC: 89. Result ID: 699a3d045698665ec4c39485. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seg.":true,"IQMs":false}. This record does not assert independent reproduction. ### rew. (t=0.7) AUC: 89. Result ID: 699a3d055698665ec4c39487. [Reporting paper]() Recorded evaluation configuration: {"Seg.":true,"IQMs":true}. This record does not assert independent reproduction. ### FetMRQCSR (t=0.7) AUC: 88. Result ID: 699a3d045698665ec4c39486. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seg.":true,"IQMs":true}. This record does not assert independent reproduction. ### MLP (0.7) AUC: 85. Result ID: 699a3d045698665ec4c39472. [Reporting paper]() Recorded evaluation configuration: {"Seg.":true,"IQMs":true}. This record does not assert independent reproduction. ### FetMRQCSR (t=0.7) AUC: 85. Result ID: 699a3d045698665ec4c39483. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seg.":false,"IQMs":false}. This record does not assert independent reproduction. ### FetMRQCSR (t=0.7) AUC: 84. Result ID: 699a3d045698665ec4c39484. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seg.":false,"IQMs":true}. This record does not assert independent reproduction. ### MLP (0.7) AUC: 83. Result ID: 699a3d045698665ec4c39482. [Reporting paper]() Recorded evaluation configuration: {"Seg.":true,"IQMs":true}. This record does not assert independent reproduction. ### Stats AUC: 50. Result ID: 699a3d045698665ec4c39471. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Stats AUC: 50. Result ID: 699a3d045698665ec4c39481. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. 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