# Neural Network Verification on cifar100-tinyimagenet VNN-COMP 2022

Source: [Neural Network Verification on cifar100-tinyimagenet VNN-COMP 2022](<https://www.sota2.com/research/sota/neural-network-verification-on-cifar100-tinyimagenet-vnn-comp-2022>)

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

Data updated: 2026-02-26T06:08:14.656Z

Evaluation of Neural Network Verification performance on the cifar100-tinyimagenet VNN-COMP 2022 dataset, measured by verification time and the count of verified properties.

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 Network Verification |
| Dataset (including any stated split) | cifar100-tinyimagenet VNN-COMP 2022 |
| Metric | Verification Time (s) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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

- [Verification Time (s)](<https://www.sota2.com/research/sota/neural-network-verification-on-cifar100-tinyimagenet-vnn-comp-2022.md?metric=Verification%20Time%20(s)>): Lower is better; unit: TIME.

- [Verified Count](<https://www.sota2.com/research/sota/neural-network-verification-on-cifar100-tinyimagenet-vnn-comp-2022.md?metric=Verified%20Count>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Verification Time (s) | Result date | Report paper |
| --- | --- | --- | --- |
| beta-CROWN | 11.95 | Not recorded | 68fa5cc91e209131ce9d452a |
| BICCOS | 13.38 | Not recorded | 68fa5cc91e209131ce9d452a |
| GCP-CROWN | 18.42 | Not recorded | 68fa5cc91e209131ce9d452a |
| VeriNet | 39.43 | Not recorded | 68fa5cc91e209131ce9d452a |
| MN-BaB | 40.27 | Not recorded | 68fa5cc91e209131ce9d452a |
| Marabou | 186.11 | Not recorded | 68fa5cc91e209131ce9d452a |

### beta-CROWN

Verification Time (s): 11.95. Result ID: 698bb7e17a967eddb770d783.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5cc91e209131ce9d452a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65031e209131cea07e5a.md>)

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

### BICCOS

Verification Time (s): 13.38. Result ID: 698bb7e17a967eddb770d785.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5cc91e209131ce9d452a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5cc91e209131ce9d452a.md>)

[Implementation](<https://github.com/Lemutisme/BICCOS>)

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

### GCP-CROWN

Verification Time (s): 18.42. Result ID: 698bb7e17a967eddb770d784.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5cc91e209131ce9d452a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59d41e209131ce9baab1.md>)

Recorded evaluation configuration: {"MIP cuts":true}. This record does not assert independent reproduction.

### VeriNet

Verification Time (s): 39.43. Result ID: 698bb7e17a967eddb770d781.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5cc91e209131ce9d452a.md>)

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

### MN-BaB

Verification Time (s): 40.27. Result ID: 698bb7e17a967eddb770d782.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5cc91e209131ce9d452a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c7a1e209131cea342fe.md>)

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

### Marabou

Verification Time (s): 186.11. Result ID: 698bb7e17a967eddb770d780.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5cc91e209131ce9d452a.md>)

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

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