DNA-c

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Methodology6 results

Neural Architecture SearchonCIFAR-100
Percentage Error· 2019-11-29
11.7
SOTA
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation arXiv:1911.13053
Neural Architecture SearchonImageNet
Top-1 Error Rate· 2019-11-29
22.2
best: 16.1 (DeepMAD-50M)
SOTA
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation arXiv:1911.13053
AutoMLonCIFAR-100
Percentage Error· 2019-11-29
11.7
SOTA
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation arXiv:1911.13053
AutoMLonImageNet
Top-1 Error Rate· 2019-11-29
22.2
best: 16.1 (DeepMAD-50M)
SOTA
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation arXiv:1911.13053
Neural Architecture SearchonImageNet
Accuracy· 2019-11-29
77.8
best: 83.9 (DeepMAD-50M)
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation arXiv:1911.13053
AutoMLonImageNet
Accuracy· 2019-11-29
77.8
best: 83.9 (DeepMAD-50M)
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation arXiv:1911.13053