# Neural Architecture Search on NATS-Bench-SSS ImageNet-16-120 (test)

Source: [Neural Architecture Search on NATS-Bench-SSS ImageNet-16-120 (test)](<https://www.sota2.com/research/sota/neural-architecture-search-on-nats-bench-sss-imagenet-16-120-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:04:37.112Z

Evaluation of Neural Architecture Search performance using the NATS-Bench-SSS methodology specifically on the ImageNet-16-120 test subset, typically measured using Spearman's rank correlation coefficient (rho).

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Neural Architecture Search |
| Dataset (including any stated split) | NATS-Bench-SSS ImageNet-16-120 (test) |
| Metric | Spearman Rho |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Spearman Rho](<https://www.sota2.com/research/sota/neural-architecture-search-on-nats-bench-sss-imagenet-16-120-test.md?metric=Spearman%20Rho>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Spearman Rho | Result date | Report paper |
| --- | --- | --- | --- |
| EZNAS-A | 0.81 | Not recorded | 68fa6e3b1e209131cea3e878 |
| NASWOT | 0.41 | Not recorded | 68fa6e3b1e209131cea3e878 |

### EZNAS-A

Spearman Rho: 0.81. Result ID: 69901c603a6c314849fe33b1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e3b1e209131cea3e878.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e3b1e209131cea3e878.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### NASWOT

Spearman Rho: 0.41. Result ID: 69901c603a6c314849fe33b2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e3b1e209131cea3e878.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a1f1e209131cea261b2.md>)

[Implementation](<https://github.com/BayesWatch/nas-without-training>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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