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ResearchFormerly WizWand

Image Classification on iNaturalist Many-shot 2018

72.2Top-1 AccCE
48.48854.64460.866.956Oct 5, 2020
Updated 8mo ago

Evaluation results

MethodLinks
CEGFlops=4.14 (1.0x)2020.1072.2
RIDE (6 experts)GFlops=9.83 (2.4x), Training Epochs=300, Expert assignment module=None2020.1071
RIDE (4 experts)GFlops=4.51 (1.1x)2020.1070.9
RIDE (4 experts)GFlops=4.73 (1.2x), Training Epochs=2002020.1070.5
RIDE (2 experts)GFlops=3.67 (0.9x)2020.1070.2
RIDE (3 experts)GFlops=4.17 (1.0x)2020.1070.2
cRTGFlops=4.14 (1.0x)2020.1069
τ-normGFlops=4.14 (1.0x)2020.1065.6
LWSGFlops=4.14 (1.0x)2020.1065
OLTRGFlops=4.14 (1.0x)2020.1059
BBNGFlops=4.36 (1.1x)2020.1049.4