SINDy

Reported on 3 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision1 result

DenoisingonDarmstadt Noise Dataset
PSNR· 2017-12-06
81
SOTA
Sparse learning of stochastic dynamic equations arXiv:1712.02432

Methodology1 result

Sparse LearningonImageNet
Top-1 Accuracy· 2017-12-06
6
best: 77.1 (Resnet-50: 80% Sparse)
SOTA
Sparse learning of stochastic dynamic equations arXiv:1712.02432

Adversarial1 result

3D ArchitectureonDarmstadt Noise Dataset
PSNR· 2017-12-06
81
SOTA
Sparse learning of stochastic dynamic equations arXiv:1712.02432