KNAS (k=40)

Reported on 6 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.

Methodology6 results

Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
Accuracy (Test)· 2021-11-26
45.05
best: 46.98 (CR-LSO)
KNAS: Green Neural Architecture Search arXiv:2111.13293
Neural Architecture SearchonNAS-Bench-201, CIFAR-10
Accuracy (Test)· 2021-11-26
93.43
best: 94.37 (DiNAS)
KNAS: Green Neural Architecture Search arXiv:2111.13293
Neural Architecture SearchonNAS-Bench-201, CIFAR-100
Accuracy (Test)· 2021-11-26
71.05
best: 73.51 (DiNAS)
KNAS: Green Neural Architecture Search arXiv:2111.13293
AutoMLonNAS-Bench-201, ImageNet-16-120
Accuracy (Test)· 2021-11-26
45.05
best: 46.98 (CR-LSO)
KNAS: Green Neural Architecture Search arXiv:2111.13293
AutoMLonNAS-Bench-201, CIFAR-10
Accuracy (Test)· 2021-11-26
93.43
best: 94.37 (DiNAS)
KNAS: Green Neural Architecture Search arXiv:2111.13293
AutoMLonNAS-Bench-201, CIFAR-100
Accuracy (Test)· 2021-11-26
71.05
best: 73.51 (DiNAS)
KNAS: Green Neural Architecture Search arXiv:2111.13293