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ResearchFormerly WizWand

Neural Architecture Search on NASBench-201 CIFAR-10

71Retrieving Rate @ Top 10%GenNAS
-1.817.13654.9Aug 4, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GenNASnumber of samples=1000, NAS-Space=ResNeXt-B, variant=search-R2021.0871
GenNASnumber of samples=1000, NAS-Space=ResNet, variant=search-R2021.0864
GenNASnumber of samples=1000, NAS-Space=ResNeXt-A, variant=combo2021.0861
GenNASnumber of samples=1000, NAS-Space=DARTS, variant=search-D2021.0859
GenNASnumber of samples=1000, NAS-Space=ResNeXt-A, variant=search-R2021.0858
GenNASnumber of samples=1000, NAS-Space=ENAS, variant=search-D2021.0857
GenNASnumber of samples=1000, NAS-Space=ResNet, variant=search-D2021.0854
GenNASnumber of samples=1000, variant=search-N2021.0853
GenNASnumber of samples=1000, NAS-Space=ResNeXt-A, variant=search-N2021.0853
snipnumber of samples=10002021.0852
GenNASnumber of samples=1000, NAS-Space=NASNet, variant=search-D2021.0852
GenNASnumber of samples=1000, NAS-Space=ResNeXt-A, variant=search-D2021.0852
GenNASnumber of samples=1000, NAS-Space=Amoeba, variant=search-D2021.0850
GenNASnumber of samples=1000, NAS-Space=DARTS, variant=search-R2021.0849
GenNASnumber of samples=1000, NAS-Space=ENAS, variant=combo2021.0848
GenNASnumber of samples=1000, NAS-Space=ENAS, variant=search-R2021.0848
GenNASnumber of samples=1000, NAS-Space=NASNet, variant=search-N2021.0846
GenNASnumber of samples=1000, NAS-Space=PNAS, variant=search-N2021.0846
GenNASnumber of samples=1000, NAS-Space=DARTS, variant=search-N2021.0845
GenNASnumber of samples=1000, NAS-Space=Amoeba, variant=search-N2021.0845
GenNASnumber of samples=1000, NAS-Space=ENAS-f, variant=combo2021.0845
GenNASnumber of samples=1000, NAS-Space=PNAS, variant=search-D2021.0844
GenNASnumber of samples=1000, NAS-Space=ResNet, variant=combo2021.0844
NASWOTnumber of samples=10002021.0843
EcoNASnumber of samples=10002021.0843
GenNASnumber of samples=1000, variant=single2021.0843
GenNASnumber of samples=1000, NAS-Space=DARTS, variant=combo2021.0843
GenNASnumber of samples=1000, NAS-Space=NASNet, variant=search-R2021.0843
GenNASnumber of samples=1000, NAS-Space=ENAS-f, variant=search-N2021.0842
GenNASnumber of samples=1000, NAS-Space=ENAS, variant=search-N2021.0841
GenNASnumber of samples=1000, NAS-Space=Amoeba, variant=search-R2021.0840
GenNASnumber of samples=1000, NAS-Space=ResNeXt-B, variant=search-D2021.0840
GenNASnumber of samples=1000, NAS-Space=Amoeba, variant=combo2021.0839
GenNASnumber of samples=1000, NAS-Space=PNAS, variant=combo2021.0839
GenNASnumber of samples=1000, NAS-Space=ENAS-f, variant=search-D2021.0838
GenNASnumber of samples=1000, NAS-Space=NASNet, variant=combo2021.0838
GenNASnumber of samples=1000, NAS-Space=ResNet, variant=single2021.0838
GenNASnumber of samples=1000, NAS-Space=ResNet, variant=search-N2021.0838
GenNASnumber of samples=1000, NAS-Space=ENAS-f, variant=search-R2021.0837
GenNASnumber of samples=1000, NAS-Space=PNAS, variant=search-R2021.0837
GenNASnumber of samples=1000, variant=combo2021.0836
GenNASnumber of samples=1000, NAS-Space=ResNeXt-B, variant=search-N2021.0836
GenNASnumber of samples=1000, NAS-Space=ENAS-f, variant=single2021.0834
GenNASnumber of samples=1000, NAS-Space=DARTS-f, variant=combo2021.0833
NASWOTnumber of samples=1000, NAS-Space=NASNet2021.0833
NASWOTnumber of samples=1000, NAS-Space=ENAS2021.0831
GenNASnumber of samples=1000, NAS-Space=PNAS-f, variant=search-N2021.0831
synflownumber of samples=1000, NAS-Space=ResNeXt-B2021.0830
NASWOTnumber of samples=1000, NAS-Space=DARTS2021.0829
NASWOTnumber of samples=1000, NAS-Space=ENAS-f2021.0828
NASWOTnumber of samples=1000, NAS-Space=ResNeXt-A2021.0828
synflownumber of samples=10002021.0827
jacob_covnumber of samples=10002021.0827
GenNASnumber of samples=1000, NAS-Space=NASNet, variant=single2021.0827
GenNASnumber of samples=1000, NAS-Space=PNAS-f, variant=combo2021.0827
GenNASnumber of samples=1000, NAS-Space=ENAS, variant=single2021.0825
GenNASnumber of samples=1000, NAS-Space=PNAS-f, variant=search-D2021.0825
synflownumber of samples=1000, NAS-Space=ResNeXt-A2021.0825
GenNASnumber of samples=1000, NAS-Space=ResNeXt-A, variant=single2021.0825
NASWOTnumber of samples=1000, NAS-Space=PNAS2021.0824
GenNASnumber of samples=1000, NAS-Space=DARTS-f, variant=search-R2021.0823
GenNASnumber of samples=1000, NAS-Space=DARTS-f, variant=single2021.0822
GenNASnumber of samples=1000, NAS-Space=DARTS-f, variant=search-D2021.0822
GenNASnumber of samples=1000, NAS-Space=PNAS-f, variant=search-R2021.0822
GenNASnumber of samples=1000, NAS-Space=PNAS, variant=single2021.0821
GenNASnumber of samples=1000, NAS-Space=PNAS-f, variant=single2021.0821
NASWOTnumber of samples=1000, NAS-Space=ResNeXt-B2021.0821
NASWOTnumber of samples=1000, NAS-Space=Amoeba2021.0820
GenNASnumber of samples=1000, NAS-Space=Amoeba, variant=single2021.0820
GenNASnumber of samples=1000, NAS-Space=DARTS-f, variant=search-N2021.0818
GenNASnumber of samples=1000, NAS-Space=DARTS, variant=single2021.0816
GenNASnumber of samples=1000, NAS-Space=ResNeXt-B, variant=combo2021.0813
synflownumber of samples=1000, NAS-Space=DARTS2021.0810
GenNASnumber of samples=1000, NAS-Space=ResNeXt-B, variant=single2021.0810
synflownumber of samples=1000, NAS-Space=PNAS2021.089
synflownumber of samples=1000, NAS-Space=NASNet2021.087
NASWOTnumber of samples=1000, NAS-Space=ResNet2021.087
synflownumber of samples=1000, NAS-Space=ENAS2021.086
NASWOTnumber of samples=1000, NAS-Space=PNAS-f2021.086
synflownumber of samples=1000, NAS-Space=DARTS-f2021.085
synflownumber of samples=1000, NAS-Space=Amoeba2021.084
synflownumber of samples=1000, NAS-Space=PNAS-f2021.084
synflownumber of samples=1000, NAS-Space=ResNet2021.084
synflownumber of samples=1000, NAS-Space=ENAS-f2021.082
NASWOTnumber of samples=1000, NAS-Space=DARTS-f2021.081