# Memory Corruption Detection on pal2rgb held-out (test)

Source: [Memory Corruption Detection on pal2rgb held-out (test)](<https://www.sota2.com/research/sota/memory-corruption-detection-on-pal2rgb-held-out-test>)

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

Data updated: 2026-03-26T14:35:38.785Z

Evaluation of model performance on memory corruption detection using the held-out test split of the pal2rgb dataset, measured by Accuracy and F1 score.

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 | Memory Corruption Detection |
| Dataset (including any stated split) | pal2rgb held-out (test) |
| Metric | 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

- [Accuracy](<https://www.sota2.com/research/sota/memory-corruption-detection-on-pal2rgb-held-out-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/memory-corruption-detection-on-pal2rgb-held-out-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| VGG-16 | 98.43 | Not recorded | 69c4bdb80636e5bf4afc778b |
| ResNet | 78.74 | Not recorded | 69c4bdb80636e5bf4afc778b |

### VGG-16

Accuracy: 98.43. Result ID: 69c5443a47f34ce924af335c.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb80636e5bf4afc778b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c4bdb80636e5bf4afc778b.md>)

Recorded evaluation configuration: {"Backbone":"VGG-16","Model Type":"Generalized"}. This record does not assert independent reproduction.

### ResNet

Accuracy: 78.74. Result ID: 69c5443a47f34ce924af335b.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb80636e5bf4afc778b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c4bdb80636e5bf4afc778b.md>)

Recorded evaluation configuration: {"Backbone":"ResNet","Model Type":"Generalized"}. This record does not assert independent reproduction.

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