Matching Nets (Cosine Matching Fn)

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 ClassificationonMini-Imagenet 5-way (5-shot)
Accuracy· 2016-06-13
60
best: 98.72 (SgVA-CLIP)
SOTA
Matching Networks for One Shot Learning arXiv:1606.04080
Image ClassificationonMini-Imagenet 5-way (1-shot)
Accuracy· 2016-06-13
46.6
best: 97.95 (SgVA-CLIP)
SOTA
Matching Networks for One Shot Learning arXiv:1606.04080
Few-Shot Image ClassificationonMini-Imagenet 5-way (5-shot)
Accuracy· 2016-06-13
60
best: 98.72 (SgVA-CLIP)
SOTA
Matching Networks for One Shot Learning arXiv:1606.04080
Few-Shot Image ClassificationonMini-Imagenet 5-way (1-shot)
Accuracy· 2016-06-13
46.6
best: 97.95 (SgVA-CLIP)
SOTA
Matching Networks for One Shot Learning arXiv:1606.04080