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Classification on CIFAR-20 (test)

86.8Test AccuracyDDFA (SI)
9.3229.43549.5569.665Jul 26, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DDFA (SI)r=30, alpha=0.5, kappa=8, Backbone initialization=SCAN2022.0786.81.6
DDFA (SI)r=30, alpha=0.5, kappa=8, Initialization=SCAN Initialized2022.0786.81.6
DDFA (SI)r=25, alpha=0.5, kappa=8, Backbone initialization=SCAN2022.0785.11.7
DDFA (SI)r=25, alpha=0.5, kappa=8, Initialization=SCAN Initialized2022.0785.11.7
DDFA (SI)r=20, alpha=0.5, kappa=8, Backbone initialization=SCAN2022.0780.72.1
DDFA (SI)r=20, alpha=0.5, kappa=8, Initialization=SCAN Initialized2022.0780.72.1
DDFA (SI)r=30, alpha=3, kappa=12, Backbone initialization=SCAN2022.0768.72.4
DDFA (SI)r=30, alpha=3, kappa=12, Initialization=SCAN Initialized2022.0768.72.4
DDFA (SI)r=25, alpha=3, kappa=12, Backbone initialization=SCAN2022.0766.72.4
DDFA (SI)r=25, alpha=3, kappa=12, Initialization=SCAN Initialized2022.0766.72.4
DDFA (SI)r=20, alpha=3, kappa=12, Backbone initialization=SCAN2022.0758.22.8
DDFA (SI)r=20, alpha=3, kappa=12, Initialization=SCAN Initialized2022.0758.22.8
DDFA (RI)r=20, alpha=0.5, kappa=8, Backbone initialization=Random2022.0754.93.8
DDFA (RI)r=20, alpha=0.5, kappa=8, Initialization=Randomly Initialized2022.0754.93.8
DDFA (RI)r=25, alpha=0.5, kappa=8, Backbone initialization=Random2022.0754.24
DDFA (RI)r=25, alpha=0.5, kappa=8, Initialization=Randomly Initialized2022.0754.24
DDFA (SI)r=30, alpha=10, kappa=20, Backbone initialization=SCAN2022.0751.73.2
DDFA (SI)r=30, alpha=10, kappa=20, Initialization=SCAN Initialized2022.0751.73.2
DDFA (SI)r=25, alpha=10, kappa=20, Backbone initialization=SCAN2022.0749.53.1
DDFA (SI)r=25, alpha=10, kappa=20, Initialization=SCAN Initialized2022.0749.53.1
DDFA (RI)r=30, alpha=0.5, kappa=8, Backbone initialization=Random2022.0748.64.6
DDFA (RI)r=30, alpha=0.5, kappa=8, Initialization=Randomly Initialized2022.0748.64.6
SCANr=25, alpha=3, kappa=122022.0745.77.9
SCANr=25, alpha=3, kappa=122022.0745.77.9
SCANr=30, alpha=0.5, kappa=82022.0745.38.8
SCANr=30, alpha=0.5, kappa=82022.0745.38.8
SCANr=25, alpha=0.5, kappa=82022.0745.19.1
SCANr=25, alpha=0.5, kappa=82022.0745.19.1
SCANr=20, alpha=0.5, kappa=82022.0744.59
SCANr=20, alpha=0.5, kappa=82022.0744.59
SCANr=25, alpha=10, kappa=202022.0744.46.1
SCANr=25, alpha=10, kappa=202022.0744.46.1
SCANr=30, alpha=10, kappa=202022.0743.96.1
SCANr=30, alpha=10, kappa=202022.0743.96.1
SCANr=20, alpha=10, kappa=202022.0743.86.2
SCANr=20, alpha=10, kappa=202022.0743.86.2
SCANr=30, alpha=3, kappa=122022.0743.67.9
SCANr=30, alpha=3, kappa=122022.0743.67.9
SCANr=20, alpha=3, kappa=122022.0743.28.1
SCANr=20, alpha=3, kappa=122022.0743.28.1
DDFA (SI)r=20, alpha=10, kappa=20, Backbone initialization=SCAN2022.0735.53.5
DDFA (SI)r=20, alpha=10, kappa=20, Initialization=SCAN Initialized2022.0735.53.5
DDFA (RI)r=20, alpha=3, kappa=12, Backbone initialization=Random2022.0734.24.3
DDFA (RI)r=20, alpha=3, kappa=12, Initialization=Randomly Initialized2022.0734.24.3
DDFA (RI)r=30, alpha=3, kappa=12, Backbone initialization=Random2022.0728.75.4
DDFA (RI)r=30, alpha=3, kappa=12, Initialization=Randomly Initialized2022.0728.75.4
DDFA (RI)r=25, alpha=3, kappa=12, Backbone initialization=Random2022.0728.35
DDFA (RI)r=25, alpha=3, kappa=12, Initialization=Randomly Initialized2022.0728.35
DDFA (RI)r=20, alpha=10, kappa=20, Backbone initialization=Random2022.0720.35.3
DDFA (RI)r=20, alpha=10, kappa=20, Initialization=Randomly Initialized2022.0720.35.3
DDFA (RI)r=25, alpha=10, kappa=20, Backbone initialization=Random2022.0717.95.3
DDFA (RI)r=25, alpha=10, kappa=20, Initialization=Randomly Initialized2022.0717.95.3
DDFA (RI)r=30, alpha=10, kappa=20, Backbone initialization=Random2022.0712.36.8
DDFA (RI)r=30, alpha=10, kappa=20, Initialization=Randomly Initialized2022.0712.36.8