# Geometric Certification on TinyImageNet Sc(2)

Source: [Geometric Certification on TinyImageNet Sc(2)](<https://www.sota2.com/research/sota/geometric-certification-on-tinyimagenet-sc-2>)

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

Data updated: 2026-04-28T10:21:24.052Z

Evaluation of model performance using Geometric Certification methods on the TinyImageNet Sc(2) dataset, reporting certified accuracy and inference time.

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 | Geometric Certification |
| Dataset (including any stated split) | TinyImageNet Sc(2) |
| Metric | Certified Accuracy |
| Unit | PERCENT |
| 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

- [Certified Accuracy](<https://www.sota2.com/research/sota/geometric-certification-on-tinyimagenet-sc-2.md?metric=Certified%20Accuracy>): Higher is better; unit: PERCENT.

- [Inference Time (s/im)](<https://www.sota2.com/research/sota/geometric-certification-on-tinyimagenet-sc-2.md?metric=Inference%20Time%20(s%2Fim)>): Lower is better; unit: TIME.

## Recorded results

| Method | Certified Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Super-DeepG | 15.9 | Not recorded | 69f03f7955a3c32af89fa52c |
| FGV | 15.2 | Not recorded | 69f03f7955a3c32af89fa52c |

### Super-DeepG

Certified Accuracy: 15.9. Result ID: 69f0895747f34ce924d71cd6.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f7955a3c32af89fa52c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f03f7955a3c32af89fa52c.md>)

Recorded evaluation configuration: {"Interval size":"0.001","Clean acc.":"26.12%"}. This record does not assert independent reproduction.

### FGV

Certified Accuracy: 15.2. Result ID: 69f0895747f34ce924d71cd5.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f7955a3c32af89fa52c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f4a1e209131cea44cf1.md>)

Recorded evaluation configuration: {"Interval size":"0.00002","Clean acc.":"26.12%"}. This record does not assert independent reproduction.

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