BANANAS

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

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
Search time (s)· 2019-10-25
100800
best: 151200 (Local search)
SOTA
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search arXiv:1910.11858
AutoMLonNAS-Bench-201, ImageNet-16-120
Search time (s)· 2019-10-25
100800
best: 151200 (Local search)
SOTA
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search arXiv:1910.11858
Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
Accuracy (Test)· 2019-10-25
46.3
best: 46.98 (CR-LSO)
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search arXiv:1910.11858
AutoMLonNAS-Bench-201, ImageNet-16-120
Accuracy (Test)· 2019-10-25
46.3
best: 46.98 (CR-LSO)
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search arXiv:1910.11858