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ResearchFormerly WizWand

Image Classification on iNaturalist Medium-shot 2018

75.7Top-1 AccRIDE (6 experts)
62.49265.92169.3572.779Oct 5, 2020
Updated 8mo ago

Evaluation results

MethodLinks
RIDE (6 experts)GFlops=9.83 (2.4x), Training Epochs=300, Expert assignment module=None2020.1075.7
RIDE (4 experts)GFlops=4.73 (1.2x), Training Epochs=2002020.1073.7
RIDE (4 experts)GFlops=4.51 (1.1x)2020.1072.4
RIDE (3 experts)GFlops=4.17 (1.0x)2020.1072.2
RIDE (2 experts)GFlops=3.67 (0.9x)2020.1071.3
BBNGFlops=4.36 (1.1x)2020.1070.8
LWSGFlops=4.14 (1.0x)2020.1066.3
cRTGFlops=4.14 (1.0x)2020.1066
τ-normGFlops=4.14 (1.0x)2020.1065.3
OLTRGFlops=4.14 (1.0x)2020.1064.1
CEGFlops=4.14 (1.0x)2020.1063