Build Results

TOP 1 ACCURACY TOP 5 ACCURACY
MODEL CODE PAPER
ε-REPR
CODE PAPER
ε-REPR
PAPER
DPN-107
(224x224)
80.2% -- 94.9% --
DPN-107
(320x320, Mean-Max Pooling)
81.8% -- 95.9% --
DPN-131
(224x224)
79.8% 80.1% 94.7% 94.9%
DPN-131
(320x320, Mean-Max Pooling)
81.4% 81.5% 95.8% 95.8%
DPN-68
(224x224)
76.3% 76.4% 93.0% 93.1%
DPN-68
(320x320, Mean-Max Pooling)
78.5% 78.5% 94.4% 94.5%
DPN-68b
(224x224)
77.5% -- 93.8% --
DPN-68b
(320x320, Mean-Max Pooling)
79.4% -- 95.0% --
DPN-92
(224x224)
80.0% 79.3% 94.8% 94.6%
DPN-92
(320x320, Mean-Max Pooling)
81.3% 81.0% 95.7% 95.5%
DPN-98
(224x224)
79.6% 80.0% 94.6% 94.8%
DPN-98
(320x320, Mean-Max Pooling)
81.2% 81.3% 95.7% 95.6%
EfficientNet-B0
76.9% 76.3% 93.2% 93.2%