Datasets › NAS-Bench-201
NAS-Bench-201
NAS-Bench-201 is a benchmark (and search space) for neural architecture search. Each architecture consists of a predefined skeleton with a stack of the searched cell. In this way, architecture search is transformed into the problem of searching a good cell.
Source: NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search
Benchmarks archive 2025-07-28
All 4 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Neural Architecture Search | NAS-Bench-201, ImageNet-16-120 | CR-LSO Accuracy (Test) 46.98 | CR-LSO: Convex Neural Architecture Optimization in the... | raoxuan-1998/cr-lso | 49 | Compare |
| Neural Architecture Search | NAS-Bench-201, CIFAR-100 | DiNAS Accuracy (Test) 73.51 | Multi-conditioned Graph Diffusion for Neural Architecture Search | rohanasthana/dinas | 40 | Compare |
| Neural Architecture Search | NAS-Bench-201, CIFAR-10 | DiNAS Accuracy (Test) 94.37 | Multi-conditioned Graph Diffusion for Neural Architecture Search | rohanasthana/dinas | 37 | Compare |
| Neural Architecture Search | NAS-Bench-201 | Improved FireFly Algorithme Accuracy (%) 93.58% | Improving Neural Architecture Search by Mixing a FireFly... | nassimmokhtari/Improved-FireFly-Algorithm | 2 | Compare |
Papers archive 2025-07-28
30 shown of 44 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 260. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 44 is in the JSON twin.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- NAS-Bench-201, ImageNet-16-120
- NAS-Bench-201
- NAS-Bench-201, CIFAR-10
- NAS-Bench-201, CIFAR-100
4 variant names, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections