Resnet18

Reported on 7 benchmarks across 3 tasks · 2 papers · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology6 results

Stochastic OptimizationonCIFAR-10
Accuracy (max)· 2020-11-16
86.85
SOTA
Mixing ADAM and SGD: a Combined Optimization Method arXiv:2011.08042
Stochastic OptimizationonCIFAR-10
Accuracy (mean)· 2020-11-16
85.89
SOTA
Mixing ADAM and SGD: a Combined Optimization Method arXiv:2011.08042
Stochastic OptimizationonCIFAR-100
Accuracy (max)· 2020-11-16
58.48
SOTA
Mixing ADAM and SGD: a Combined Optimization Method arXiv:2011.08042
Stochastic OptimizationonCIFAR-100
Accuracy (mean)· 2020-11-16
58.01
SOTA
Mixing ADAM and SGD: a Combined Optimization Method arXiv:2011.08042
Sparse LearningonImageNet32
Sparsity
93.63
Sparse LearningonCINIC-10
Sparsity
92.43

Computer Vision1 result

Image ClassificationonMAMe
Acc· 2020-07-27
88.15
best: 88.95 (EfficientNet-B3)
The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties arXiv:2007.13693