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ResearchFormerly WizWand

Neural Architecture Search on Neural Design Spaces ImageNet

75Retrieval Rate @ Top 10%GenNAS
-317.2537.557.75Aug 4, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GenNASnumber of samples=130, NAS-Space=ResNeXt-A, variant=search-R2021.0875
GenNASnumber of samples=130, NAS-Space=ResNeXt-A, variant=single2021.0867
GenNASnumber of samples=130, NAS-Space=ResNeXt-A, variant=combo2021.0867
GenNASnumber of samples=164, NAS-Space=ResNeXt-B, variant=search-R2021.0864
GenNASnumber of samples=121, NAS-Space=DARTS, variant=combo2021.0858
GenNASnumber of samples=121, NAS-Space=DARTS, variant=search-D2021.0858
GenNASnumber of samples=124, NAS-Space=Amoeba, variant=search-N2021.0858
GenNASnumber of samples=124, NAS-Space=Amoeba, variant=search-D2021.0858
GenNASnumber of samples=121, NAS-Space=DARTS, variant=search-N2021.0855
GenNASnumber of samples=117, NAS-Space=ENAS, variant=search-D2021.0855
GenNASnumber of samples=119, NAS-Space=PNAS, variant=search-D2021.0855
GenNASnumber of samples=121, NAS-Space=DARTS, variant=single2021.0850
GenNASnumber of samples=124, NAS-Space=Amoeba, variant=single2021.0850
GenNASnumber of samples=122, NAS-Space=NASNet, variant=combo2021.0850
GenNASnumber of samples=130, NAS-Space=ResNeXt-A, variant=search-N2021.0850
GenNASnumber of samples=164, NAS-Space=ResNeXt-B, variant=combo2021.0850
GenNASnumber of samples=117, NAS-Space=ENAS, variant=search-N2021.0845
GenNASnumber of samples=117, NAS-Space=ENAS, variant=search-R2021.0845
GenNASnumber of samples=119, NAS-Space=PNAS, variant=single2021.0845
GenNASnumber of samples=119, NAS-Space=PNAS, variant=search-N2021.0845
GenNASnumber of samples=124, NAS-Space=Amoeba, variant=combo2021.0842
GenNASnumber of samples=122, NAS-Space=NASNet, variant=single2021.0842
GenNASnumber of samples=122, NAS-Space=NASNet, variant=search-N2021.0842
GenNASnumber of samples=124, NAS-Space=Amoeba, variant=search-R2021.0841
GenNASnumber of samples=499, NAS-Space=DARTS-f, variant=search-D2021.0839
NASWOTnumber of samples=164, NAS-Space=ResNeXt-B2021.0838
GenNASnumber of samples=164, NAS-Space=ResNeXt-B, variant=single2021.0838
GenNASnumber of samples=164, NAS-Space=ResNeXt-B, variant=search-D2021.0838
NASWOTnumber of samples=117, NAS-Space=ENAS2021.0836
GenNASnumber of samples=119, NAS-Space=PNAS, variant=combo2021.0836
GenNASnumber of samples=499, NAS-Space=DARTS-f, variant=search-N2021.0835
GenNASnumber of samples=499, NAS-Space=DARTS-f, variant=single2021.0833
NASWOTnumber of samples=124, NAS-Space=Amoeba2021.0833
NASWOTnumber of samples=122, NAS-Space=NASNet2021.0833
GenNASnumber of samples=122, NAS-Space=NASNet, variant=search-D2021.0833
GenNASnumber of samples=122, NAS-Space=NASNet, variant=search-R2021.0833
GenNASnumber of samples=130, NAS-Space=ResNeXt-A, variant=search-D2021.0833
GenNASnumber of samples=164, NAS-Space=ResNeXt-B, variant=search-N2021.0833
NASWOTnumber of samples=130, NAS-Space=ResNeXt-A2021.0831
GenNASnumber of samples=499, NAS-Space=DARTS-f, variant=combo2021.0827
GenNASnumber of samples=499, NAS-Space=DARTS-f, variant=search-R2021.0824
GenNASnumber of samples=121, NAS-Space=DARTS, variant=search-R2021.0818
GenNASnumber of samples=117, NAS-Space=ENAS, variant=single2021.0818
GenNASnumber of samples=117, NAS-Space=ENAS, variant=combo2021.0818
NASWOTnumber of samples=121, NAS-Space=DARTS2021.0817
synflownumber of samples=164, NAS-Space=ResNeXt-B2021.0813
NASWOTnumber of samples=119, NAS-Space=PNAS2021.0810
synflownumber of samples=117, NAS-Space=ENAS2021.089
synflownumber of samples=119, NAS-Space=PNAS2021.089
GenNASnumber of samples=119, NAS-Space=PNAS, variant=search-R2021.089
NASWOTnumber of samples=499, NAS-Space=DARTS-f2021.088
synflownumber of samples=130, NAS-Space=ResNeXt-A2021.088
synflownumber of samples=499, NAS-Space=DARTS-f2021.084
synflownumber of samples=121, NAS-Space=DARTS2021.080
synflownumber of samples=124, NAS-Space=Amoeba2021.080
synflownumber of samples=122, NAS-Space=NASNet2021.080