Cosine similarity function + C64F feature extractor

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 ClassificationonMini-Imagenet 5-way (5-shot)
Accuracy· 2018-04-25
72.81
best: 98.72 (SgVA-CLIP)
Dynamic Few-Shot Visual Learning without Forgetting arXiv:1804.09458
Image ClassificationonMini-Imagenet 5-way (1-shot)
Accuracy· 2018-04-25
56.2
best: 97.95 (SgVA-CLIP)
Dynamic Few-Shot Visual Learning without Forgetting arXiv:1804.09458
Few-Shot Image ClassificationonMini-Imagenet 5-way (5-shot)
Accuracy· 2018-04-25
72.81
best: 98.72 (SgVA-CLIP)
Dynamic Few-Shot Visual Learning without Forgetting arXiv:1804.09458
Few-Shot Image ClassificationonMini-Imagenet 5-way (1-shot)
Accuracy· 2018-04-25
56.2
best: 97.95 (SgVA-CLIP)
Dynamic Few-Shot Visual Learning without Forgetting arXiv:1804.09458