# User-based De-identification Matching on OASIS-3 Source: [User-based De-identification Matching on OASIS-3]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:29:30.374Z Evaluation of model performance on the User-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 | User-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 | 61.86 | Not recorded | 68fa72941e209131cea57461 | | ORIGINAL | 59.27 | Not recorded | 68fa72941e209131cea57461 | | FACE MASK v1 | 52.68 | Not recorded | 68fa72941e209131cea57461 | | FACE MASK v1 | 50.23 | Not recorded | 68fa72941e209131cea57461 | | DEFACE | 43.17 | Not recorded | 68fa72941e209131cea57461 | | BLURRED | 42.93 | Not recorded | 68fa72941e209131cea57461 | | BLURRED | 41.63 | Not recorded | 68fa72941e209131cea57461 | | QUICKSHEAR | 40.7 | Not recorded | 68fa72941e209131cea57461 | | DEFACE | 38.14 | Not recorded | 68fa72941e209131cea57461 | | QUICKSHEAR | 35.85 | Not recorded | 68fa72941e209131cea57461 | | FACE MASK v2 | 35.85 | Not recorded | 68fa72941e209131cea57461 | | FACE MASK v2 | 33.02 | Not recorded | 68fa72941e209131cea57461 | | CP-GAN | 30.47 | Not recorded | 68fa72941e209131cea57461 | | CP-MAE | 23.41 | Not recorded | 68fa72941e209131cea57461 | | MRI WATERSHED | 22.56 | Not recorded | 68fa72941e209131cea57461 | | CP-MAE | 22.56 | Not recorded | 68fa72941e209131cea57461 | | MRI WATERSHED | 22.2 | Not recorded | 68fa72941e209131cea57461 | | BLACK | 18.54 | Not recorded | 68fa72941e209131cea57461 | | BLACK | 18.37 | Not recorded | 68fa72941e209131cea57461 | ### ORIGINAL Accuracy: 61.86. Result ID: 699243cf3a6c3148490dbe5b. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### ORIGINAL Accuracy: 59.27. Result ID: 699243cf3a6c3148490dbe65. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### FACE MASK v1 Accuracy: 52.68. Result ID: 699243cf3a6c3148490dbe69. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### FACE MASK v1 Accuracy: 50.23. Result ID: 699243cf3a6c3148490dbe5f. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### DEFACE Accuracy: 43.17. Result ID: 699243cf3a6c3148490dbe67. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### BLURRED Accuracy: 42.93. Result ID: 699243cf3a6c3148490dbe64. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### BLURRED Accuracy: 41.63. Result ID: 699243cf3a6c3148490dbe5a. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### QUICKSHEAR Accuracy: 40.7. Result ID: 699243cf3a6c3148490dbe5e. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### DEFACE Accuracy: 38.14. Result ID: 699243cf3a6c3148490dbe5d. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### QUICKSHEAR Accuracy: 35.85. Result ID: 699243cf3a6c3148490dbe68. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### FACE MASK v2 Accuracy: 35.85. Result ID: 699243cf3a6c3148490dbe6a. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### FACE MASK v2 Accuracy: 33.02. Result ID: 699243cf3a6c3148490dbe60. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### CP-GAN Accuracy: 30.47. Result ID: 699243cf3a6c3148490dbe61. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### CP-MAE Accuracy: 23.41. Result ID: 699243cf3a6c3148490dbe6b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### MRI WATERSHED Accuracy: 22.56. Result ID: 699243cf3a6c3148490dbe5c. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### CP-MAE Accuracy: 22.56. Result ID: 699243cf3a6c3148490dbe62. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resolution":"128^3"}. This record does not assert independent reproduction. ### MRI WATERSHED Accuracy: 22.2. Result ID: 699243cf3a6c3148490dbe66. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### BLACK Accuracy: 18.54. Result ID: 699243cf3a6c3148490dbe63. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"256^3"}. This record does not assert independent reproduction. ### BLACK Accuracy: 18.37. Result ID: 699243cf3a6c3148490dbe59. [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.