iMAML, Hessian-Free

Reported on 4 benchmarks across 2 tasks · 1 paper

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

Computer Vision4 results

Image ClassificationonOMNIGLOT - 1-Shot, 5-way
Accuracy· 2019-09-10
99.5
best: 99.97 (MC2+)
Meta-Learning with Implicit Gradients arXiv:1909.04630
Image ClassificationonOMNIGLOT - 1-Shot, 20-way
Accuracy· 2019-09-10
96.18
best: 99.63 (GCR)
Meta-Learning with Implicit Gradients arXiv:1909.04630
Few-Shot Image ClassificationonOMNIGLOT - 1-Shot, 5-way
Accuracy· 2019-09-10
99.5
best: 99.97 (MC2+)
Meta-Learning with Implicit Gradients arXiv:1909.04630
Few-Shot Image ClassificationonOMNIGLOT - 1-Shot, 20-way
Accuracy· 2019-09-10
96.18
best: 99.63 (GCR)
Meta-Learning with Implicit Gradients arXiv:1909.04630