ConvNet with Memory Module

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· 2017-03-09
98.4
best: 99.97 (MC2+)
Learning to Remember Rare Events arXiv:1703.03129
Image ClassificationonOMNIGLOT - 5-Shot, 5-way
Accuracy· 2017-03-09
99.6
best: 99.9 (MAML)
Learning to Remember Rare Events arXiv:1703.03129
Few-Shot Image ClassificationonOMNIGLOT - 1-Shot, 5-way
Accuracy· 2017-03-09
98.4
best: 99.97 (MC2+)
Learning to Remember Rare Events arXiv:1703.03129
Few-Shot Image ClassificationonOMNIGLOT - 5-Shot, 5-way
Accuracy· 2017-03-09
99.6
best: 99.9 (MAML)
Learning to Remember Rare Events arXiv:1703.03129