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Alzheimer's Disease Classification on ADNI 137 (test)

0.7139Accuracy

T1 Only (Augmented)

Updated 3d ago

Evaluation Results

Method
T1 Only (Augmented) 2026.01	0.7139	0.6384	0.8749	0.8342	0.6663	0.6344
T1 Only (Augmented) 2026.01	0.7051	0.6257	0.8742	0.8323	0.6624	0.6246
Conditional 3D DDPM (T1 + DWI) 2026.01	0.7036	0.5452	0.8704	0.8318	0.6856	0.5575
T1 Only* 2026.01	0.6891	0.627	0.8456	0.8428	0.716	0.6414
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6861	0.5814	0.8675	0.8255	0.6762	0.5764
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6832	0.5996	0.8576	0.8064	0.606	0.5867
T1 + DWI Baseline 2026.01	0.6803	0.4613	0.8499	0.8039	0.423	0.4392
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6803	0.555	0.8677	0.8295	0.7041	0.5781
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6788	0.4701	0.8601	0.8216	0.5513	0.4629
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6788	0.572	0.8675	0.829	0.6272	0.5797
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6774	0.521	0.8596	0.817	0.651	0.5275
Conditional 3D DDPM (T1 + DWI) 2026.01	0.673	0.5533	0.8636	0.8283	0.5767	0.5438
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6715	0.5048	0.856	0.8106	0.6084	0.5084
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6701	0.5144	0.8593	0.8235	0.7044	0.5261
Blank Imputation (T1 + DWI) 2026.01	0.6701	0.5019	0.866	0.8317	0.5943	0.5106
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6686	0.5586	0.8571	0.8111	0.6192	0.549
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6672	0.551	0.8651	0.8322	0.6436	0.54
T1 Only Baseline 2026.01	0.6642	0.4628	0.8442	0.8003	0.458	0.4426
AvgDX Imputation (T1 + DWI) 2026.01	0.6613	0.5006	0.8532	0.8102	0.5776	0.485
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6584	0.5455	0.8673	0.838	0.6564	0.5395
Conditional 3D DDPM (DWI Only) 2026.01	0.654	0.5168	0.8359	0.7918	0.5718	0.5079
Conditional 3D DDPM (T1 + DWI) 2026.01	0.6511	0.4725	0.8564	0.8214	0.5242	0.4699
DWI Only Baseline 2026.01	0.6219	0.4228	0.8325	0.789	0.4628	0.41