ResearchTasksAD vs. NC ClassificationAD vs. NC ClassificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedMerged (ADNI + AIBL + OASIS)Multiple Inputs and Mixed Data 3D Vision Transformer98.33Accuracy7Mar 4, 2026ADNI, OASIS2D CNN+Transformer93.56Accuracy2Mar 4, 2026ADNI+AIBLSwin Transformer94.05Accuracy1Mar 4, 2026ADNI, AIBLCNN+Swin Transformer93.9Accuracy1Mar 4, 2026
Merged (ADNI + AIBL + OASIS)Multiple Inputs and Mixed Data 3D Vision Transformer98.33Accuracy7Mar 4, 2026