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ResearchFormerly WizWand

Classification on Adult Income (test)

0.8593AccuracyOriginal
0.7590440.7850720.81110.837128Sep 20, 2024
Updated 8mo ago

Evaluation results

MethodLinks
OriginalDownstream model=RF2024.090.8593
Binary DiffusionDownstream model=RF, Number of parameters=1.4M2024.090.8574
Binary DiffusionDownstream model=LR, Number of parameters=1.4M2024.090.8545
GReaTDownstream model=RF, Number of parameters=355M2024.090.8542
OriginalDownstream model=DT2024.090.8527
Binary DiffusionDownstream model=DT, Number of parameters=1.4M2024.090.8527
Distill-GReaTDownstream model=RF, Number of parameters=82M2024.090.8525
OriginalDownstream model=LR2024.090.85
GReaTDownstream model=DT, Number of parameters=355M2024.090.8481
GReaTDownstream model=LR, Number of parameters=355M2024.090.8477
Distill-GReaTDownstream model=LR, Number of parameters=82M2024.090.8465
Distill-GReaTDownstream model=DT, Number of parameters=82M2024.090.8449
CTGANDownstream model=RF, Number of parameters=302K2024.090.8353
TVAEDownstream model=RF, Number of parameters=53K2024.090.8348
CTGANDownstream model=LR, Number of parameters=302K2024.090.832
TVAEDownstream model=DT, Number of parameters=53K2024.090.828
CTGANDownstream model=DT, Number of parameters=302K2024.090.8132
CopulaGANDownstream model=LR, Number of parameters=300K2024.090.8061
TVAEDownstream model=LR, Number of parameters=53K2024.090.8053
CopulaGANDownstream model=RF, Number of parameters=300K2024.090.8046
CopulaGANDownstream model=DT, Number of parameters=300K2024.090.7629