# Memory Corruption Detection on pnm2png (test) Source: [Memory Corruption Detection on pnm2png (test)]() Collection index: [llms.txt]() Data updated: 2026-03-26T14:35:38.660Z Evaluation of memory corruption detection performance on the test split of the pnm2png 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) | pnm2png (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](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | WALMA | 97 | Not recorded | 69c4bdb80636e5bf4afc778b | | WALMA | 94 | Not recorded | 69c4bdb80636e5bf4afc778b | | VGG-16 | 82.5 | Not recorded | 69c4bdb80636e5bf4afc778b | | ResNet | 77 | Not recorded | 69c4bdb80636e5bf4afc778b | ### WALMA Accuracy: 97. Result ID: 69c5443a47f34ce924af3352. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG-16","Model Variant":"Program-Specific"}. This record does not assert independent reproduction. ### WALMA Accuracy: 94. Result ID: 69c5443a47f34ce924af3351. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","Model Variant":"Program-Specific"}. This record does not assert independent reproduction. ### VGG-16 Accuracy: 82.5. Result ID: 69c5443a47f34ce924af335e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG-16","Model Type":"Generalized"}. This record does not assert independent reproduction. ### ResNet Accuracy: 77. Result ID: 69c5443a47f34ce924af335d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","Model Type":"Generalized"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.