# Model-based De-identification Matching on OASIS-3 Source: [Model-based De-identification Matching on OASIS-3]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:29:30.397Z Evaluation of model performance on the Model-based De-identification Matching task using the OASIS-3 dataset, reporting 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 | Model-based De-identification Matching | | Dataset (including any stated split) | OASIS-3 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 | | --- | --- | --- | --- | | ORIGINAL | 100 | Not recorded | 68fa72941e209131cea57461 | | ORIGINAL | 100 | Not recorded | 68fa72941e209131cea57461 | | DEFACE | 99.85 | Not recorded | 68fa72941e209131cea57461 | | QUICKSHEAR | 99.83 | Not recorded | 68fa72941e209131cea57461 | | QUICKSHEAR | 99.81 | Not recorded | 68fa72941e209131cea57461 | | DEFACE | 99.78 | Not recorded | 68fa72941e209131cea57461 | | FACE MASK v2 | 99.78 | Not recorded | 68fa72941e209131cea57461 | | FACE MASK v1 | 99.71 | Not recorded | 68fa72941e209131cea57461 | | FACE MASK v1 | 99.65 | Not recorded | 68fa72941e209131cea57461 | | FACE MASK v2 | 99.63 | Not recorded | 68fa72941e209131cea57461 | | BLURRED | 97.31 | Not recorded | 68fa72941e209131cea57461 | | BLURRED | 97.05 | Not recorded | 68fa72941e209131cea57461 | | MRI WATERSHED | 67.76 | Not recorded | 68fa72941e209131cea57461 | | MRI WATERSHED | 67.5 | Not recorded | 68fa72941e209131cea57461 | | CP-MAE | 58.19 | Not recorded | 68fa72941e209131cea57461 | | CP-GAN | 56.4 | Not recorded | 68fa72941e209131cea57461 | | CP-MAE | 48.82 | Not recorded | 68fa72941e209131cea57461 | | BLACK | 19.98 | Not recorded | 68fa72941e209131cea57461 | | BLACK | 19.86 | Not recorded | 68fa72941e209131cea57461 | ### ORIGINAL Accuracy: 100. Result ID: 699243cf3a6c3148490dbe81. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### ORIGINAL Accuracy: 100. Result ID: 699243cf3a6c3148490dbe8b. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### DEFACE Accuracy: 99.85. Result ID: 699243cf3a6c3148490dbe8d. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### QUICKSHEAR Accuracy: 99.83. Result ID: 699243cf3a6c3148490dbe8e. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### QUICKSHEAR Accuracy: 99.81. Result ID: 699243cf3a6c3148490dbe84. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### DEFACE Accuracy: 99.78. Result ID: 699243cf3a6c3148490dbe83. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### FACE MASK v2 Accuracy: 99.78. Result ID: 699243cf3a6c3148490dbe86. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### FACE MASK v1 Accuracy: 99.71. Result ID: 699243cf3a6c3148490dbe8f. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### FACE MASK v1 Accuracy: 99.65. Result ID: 699243cf3a6c3148490dbe85. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### FACE MASK v2 Accuracy: 99.63. Result ID: 699243cf3a6c3148490dbe90. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### BLURRED Accuracy: 97.31. Result ID: 699243cf3a6c3148490dbe8a. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### BLURRED Accuracy: 97.05. Result ID: 699243cf3a6c3148490dbe80. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### MRI WATERSHED Accuracy: 67.76. Result ID: 699243cf3a6c3148490dbe82. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### MRI WATERSHED Accuracy: 67.5. Result ID: 699243cf3a6c3148490dbe8c. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### CP-MAE Accuracy: 58.19. Result ID: 699243cf3a6c3148490dbe91. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### CP-GAN Accuracy: 56.4. Result ID: 699243cf3a6c3148490dbe87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### CP-MAE Accuracy: 48.82. Result ID: 699243cf3a6c3148490dbe88. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### BLACK Accuracy: 19.98. Result ID: 699243cf3a6c3148490dbe89. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### BLACK Accuracy: 19.86. Result ID: 699243cf3a6c3148490dbe7f. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.