Neural Statistician

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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· 2016-06-07
98.1
best: 99.97 (MC2+)
SOTA
Towards a Neural Statistician arXiv:1606.02185
Image ClassificationonOMNIGLOT - 5-Shot, 5-way
Accuracy· 2016-06-07
99.5
best: 99.9 (MAML)
SOTA
Towards a Neural Statistician arXiv:1606.02185
Few-Shot Image ClassificationonOMNIGLOT - 1-Shot, 5-way
Accuracy· 2016-06-07
98.1
best: 99.97 (MC2+)
SOTA
Towards a Neural Statistician arXiv:1606.02185
Few-Shot Image ClassificationonOMNIGLOT - 5-Shot, 5-way
Accuracy· 2016-06-07
99.5
best: 99.9 (MAML)
SOTA
Towards a Neural Statistician arXiv:1606.02185