# Latent Class Attack on TinyImageNet 10-class subset (test)

Source: [Latent Class Attack on TinyImageNet 10-class subset (test)](<https://www.sota2.com/research/sota/latent-class-attack-on-tinyimagenet-10-class-subset-test>)

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

Data updated: 2026-06-30T08:19:30.733Z

Evaluation of model performance using a Latent Class Attack methodology on the specific 10-class test subset of the TinyImageNet dataset, reporting metrics such as Attack Success Rate (ASR) and Accuracy (ACC).

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 | Latent Class Attack |
| Dataset (including any stated split) | TinyImageNet 10-class subset (test) |
| Metric | ASR |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [ASR](<https://www.sota2.com/research/sota/latent-class-attack-on-tinyimagenet-10-class-subset-test.md?metric=ASR>): Higher is better; unit: PERCENT.

- [Accuracy](<https://www.sota2.com/research/sota/latent-class-attack-on-tinyimagenet-10-class-subset-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ASR | Result date | Report paper |
| --- | --- | --- | --- |
| latent class attack | 77.2 | Not recorded | 6a434d8eba73165dbb743ad4 |

### latent class attack

ASR: 77.2. Result ID: 6a437bf8fbc373592c946ac4.

[Reporting paper](<https://www.sota2.com/research/paper/6a434d8eba73165dbb743ad4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a434d8eba73165dbb743ad4.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-34"}. This record does not assert independent reproduction.

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