ZenNAS (0.1ms)

Reported on 6 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.

Methodology6 results

Neural Architecture SearchonImageNet
Params· 2021-02-01
30.1
SOTA
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition arXiv:2102.01063
AutoMLonImageNet
Params· 2021-02-01
30.1
SOTA
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition arXiv:2102.01063
Neural Architecture SearchonImageNet
Accuracy· 2021-02-01
77.8
best: 83.9 (DeepMAD-50M)
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition arXiv:2102.01063
Neural Architecture SearchonImageNet
Top-1 Error Rate· 2021-02-01
22.2
best: 16.1 (DeepMAD-50M)
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition arXiv:2102.01063
AutoMLonImageNet
Accuracy· 2021-02-01
77.8
best: 83.9 (DeepMAD-50M)
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition arXiv:2102.01063
AutoMLonImageNet
Top-1 Error Rate· 2021-02-01
22.2
best: 16.1 (DeepMAD-50M)
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition arXiv:2102.01063