Matching Nets

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· 2016-06-13
98.1
best: 99.97 (MC2+)
Matching Networks for One Shot Learning arXiv:1606.04080
Image ClassificationonOMNIGLOT - 5-Shot, 5-way
Accuracy· 2016-06-13
98.9
best: 99.9 (MAML)
Matching Networks for One Shot Learning arXiv:1606.04080
Few-Shot Image ClassificationonOMNIGLOT - 1-Shot, 5-way
Accuracy· 2016-06-13
98.1
best: 99.97 (MC2+)
Matching Networks for One Shot Learning arXiv:1606.04080
Few-Shot Image ClassificationonOMNIGLOT - 5-Shot, 5-way
Accuracy· 2016-06-13
98.9
best: 99.9 (MAML)
Matching Networks for One Shot Learning arXiv:1606.04080