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Models/BaLeNAS-TF

BaLeNAS-TF

Reported on 12 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.

Methodology12 results

Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
Accuracy (Test)· 2021-11-25
46.54
best: 46.98 (CR-LSO)
SOTA
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204
AutoMLonNAS-Bench-201, ImageNet-16-120
Accuracy (Test)· 2021-11-25
46.54
best: 46.98 (CR-LSO)
SOTA
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204
Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
Accuracy (Val)· 2021-11-25
46.14
best: 46.73 (AG-Net)
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204
Neural Architecture SearchonNAS-Bench-201, CIFAR-10
Accuracy (Test)· 2021-11-25
94.33
best: 94.37 (DiNAS)
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204
Neural Architecture SearchonNAS-Bench-201, CIFAR-10
Accuracy (Val)· 2021-11-25
91.52
best: 91.61 (DiNAS)
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204
Neural Architecture SearchonNAS-Bench-201, CIFAR-100
Accuracy (Test)· 2021-11-25
72.95
best: 73.51 (DiNAS)
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204
Neural Architecture SearchonNAS-Bench-201, CIFAR-100
Accuracy (Val)· 2021-11-25
72.67
best: 73.49 (DiNAS)
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204
AutoMLonNAS-Bench-201, ImageNet-16-120
Accuracy (Val)· 2021-11-25
46.14
best: 46.73 (AG-Net)
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204
AutoMLonNAS-Bench-201, CIFAR-10
Accuracy (Test)· 2021-11-25
94.33
best: 94.37 (DiNAS)
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204
AutoMLonNAS-Bench-201, CIFAR-10
Accuracy (Val)· 2021-11-25
91.52
best: 91.61 (DiNAS)
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204
AutoMLonNAS-Bench-201, CIFAR-100
Accuracy (Test)· 2021-11-25
72.95
best: 73.51 (DiNAS)
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204
AutoMLonNAS-Bench-201, CIFAR-100
Accuracy (Val)· 2021-11-25
72.67
best: 73.49 (DiNAS)
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule arXiv:2111.13204