Neural Architecture Search on Neural Design Spaces ImageNet
75Retrieval Rate @ Top 10%GenNAS
Evaluation Results
| Method | Links | |
|---|---|---|
| GenNASnumber of samples=130, NAS-Space=ResNeXt-A, variant=search-R2021.08 | 75 | |
| GenNASnumber of samples=130, NAS-Space=ResNeXt-A, variant=single2021.08 | 67 | |
| GenNASnumber of samples=130, NAS-Space=ResNeXt-A, variant=combo2021.08 | 67 | |
| GenNASnumber of samples=164, NAS-Space=ResNeXt-B, variant=search-R2021.08 | 64 | |
| GenNASnumber of samples=121, NAS-Space=DARTS, variant=combo2021.08 | 58 | |
| GenNASnumber of samples=121, NAS-Space=DARTS, variant=search-D2021.08 | 58 | |
| GenNASnumber of samples=124, NAS-Space=Amoeba, variant=search-N2021.08 | 58 | |
| GenNASnumber of samples=124, NAS-Space=Amoeba, variant=search-D2021.08 | 58 | |
| GenNASnumber of samples=121, NAS-Space=DARTS, variant=search-N2021.08 | 55 | |
| GenNASnumber of samples=117, NAS-Space=ENAS, variant=search-D2021.08 | 55 | |
| GenNASnumber of samples=119, NAS-Space=PNAS, variant=search-D2021.08 | 55 | |
| GenNASnumber of samples=121, NAS-Space=DARTS, variant=single2021.08 | 50 | |
| GenNASnumber of samples=124, NAS-Space=Amoeba, variant=single2021.08 | 50 | |
| GenNASnumber of samples=122, NAS-Space=NASNet, variant=combo2021.08 | 50 | |
| GenNASnumber of samples=130, NAS-Space=ResNeXt-A, variant=search-N2021.08 | 50 | |
| GenNASnumber of samples=164, NAS-Space=ResNeXt-B, variant=combo2021.08 | 50 | |
| GenNASnumber of samples=117, NAS-Space=ENAS, variant=search-N2021.08 | 45 | |
| GenNASnumber of samples=117, NAS-Space=ENAS, variant=search-R2021.08 | 45 | |
| GenNASnumber of samples=119, NAS-Space=PNAS, variant=single2021.08 | 45 | |
| GenNASnumber of samples=119, NAS-Space=PNAS, variant=search-N2021.08 | 45 | |
| GenNASnumber of samples=124, NAS-Space=Amoeba, variant=combo2021.08 | 42 | |
| GenNASnumber of samples=122, NAS-Space=NASNet, variant=single2021.08 | 42 | |
| GenNASnumber of samples=122, NAS-Space=NASNet, variant=search-N2021.08 | 42 | |
| GenNASnumber of samples=124, NAS-Space=Amoeba, variant=search-R2021.08 | 41 | |
| GenNASnumber of samples=499, NAS-Space=DARTS-f, variant=search-D2021.08 | 39 | |
| NASWOTnumber of samples=164, NAS-Space=ResNeXt-B2021.08 | 38 | |
| GenNASnumber of samples=164, NAS-Space=ResNeXt-B, variant=single2021.08 | 38 | |
| GenNASnumber of samples=164, NAS-Space=ResNeXt-B, variant=search-D2021.08 | 38 | |
| NASWOTnumber of samples=117, NAS-Space=ENAS2021.08 | 36 | |
| GenNASnumber of samples=119, NAS-Space=PNAS, variant=combo2021.08 | 36 | |
| GenNASnumber of samples=499, NAS-Space=DARTS-f, variant=search-N2021.08 | 35 | |
| GenNASnumber of samples=499, NAS-Space=DARTS-f, variant=single2021.08 | 33 | |
| NASWOTnumber of samples=124, NAS-Space=Amoeba2021.08 | 33 | |
| NASWOTnumber of samples=122, NAS-Space=NASNet2021.08 | 33 | |
| GenNASnumber of samples=122, NAS-Space=NASNet, variant=search-D2021.08 | 33 | |
| GenNASnumber of samples=122, NAS-Space=NASNet, variant=search-R2021.08 | 33 | |
| GenNASnumber of samples=130, NAS-Space=ResNeXt-A, variant=search-D2021.08 | 33 | |
| GenNASnumber of samples=164, NAS-Space=ResNeXt-B, variant=search-N2021.08 | 33 | |
| NASWOTnumber of samples=130, NAS-Space=ResNeXt-A2021.08 | 31 | |
| GenNASnumber of samples=499, NAS-Space=DARTS-f, variant=combo2021.08 | 27 | |
| GenNASnumber of samples=499, NAS-Space=DARTS-f, variant=search-R2021.08 | 24 | |
| GenNASnumber of samples=121, NAS-Space=DARTS, variant=search-R2021.08 | 18 | |
| GenNASnumber of samples=117, NAS-Space=ENAS, variant=single2021.08 | 18 | |
| GenNASnumber of samples=117, NAS-Space=ENAS, variant=combo2021.08 | 18 | |
| NASWOTnumber of samples=121, NAS-Space=DARTS2021.08 | 17 | |
| synflownumber of samples=164, NAS-Space=ResNeXt-B2021.08 | 13 | |
| NASWOTnumber of samples=119, NAS-Space=PNAS2021.08 | 10 | |
| synflownumber of samples=117, NAS-Space=ENAS2021.08 | 9 | |
| synflownumber of samples=119, NAS-Space=PNAS2021.08 | 9 | |
| GenNASnumber of samples=119, NAS-Space=PNAS, variant=search-R2021.08 | 9 | |
| NASWOTnumber of samples=499, NAS-Space=DARTS-f2021.08 | 8 | |
| synflownumber of samples=130, NAS-Space=ResNeXt-A2021.08 | 8 | |
| synflownumber of samples=499, NAS-Space=DARTS-f2021.08 | 4 | |
| synflownumber of samples=121, NAS-Space=DARTS2021.08 | 0 | |
| synflownumber of samples=124, NAS-Space=Amoeba2021.08 | 0 | |
| synflownumber of samples=122, NAS-Space=NASNet2021.08 | 0 |