# Memory Corruption Detection on pdfresurrect (test)

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

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

Data updated: 2026-03-26T14:35:38.712Z

Evaluation of memory corruption detection performance on the test split of the pdfresurrect dataset, measured using 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) | pdfresurrect (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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-pdfresurrect-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| WALMA | 73.5 | Not recorded | 69c4bdb80636e5bf4afc778b |
| ResNet | 66.5 | Not recorded | 69c4bdb80636e5bf4afc778b |
| WALMA | 65.5 | Not recorded | 69c4bdb80636e5bf4afc778b |
| VGG-16 | 50.5 | Not recorded | 69c4bdb80636e5bf4afc778b |

### WALMA

Accuracy: 73.5. Result ID: 69c5443a47f34ce924af3356.

[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 Variant":"Program-Specific"}. This record does not assert independent reproduction.

### ResNet

Accuracy: 66.5. Result ID: 69c5443a47f34ce924af3361.

[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.

### WALMA

Accuracy: 65.5. Result ID: 69c5443a47f34ce924af3355.

[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 Variant":"Program-Specific"}. This record does not assert independent reproduction.

### VGG-16

Accuracy: 50.5. Result ID: 69c5443a47f34ce924af3362.

[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.

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