# Malware Detection on BODMAS seen tasks Source: [Malware Detection on BODMAS seen tasks]() Collection index: [llms.txt]() Data updated: 2026-05-26T09:28:44.465Z Evaluation of Malware Detection performance using the 'seen tasks' subset of the BODMAS dataset, reporting metrics such as AUT (A) and AUT (B). 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 | Malware Detection | | Dataset (including any stated split) | BODMAS seen tasks | | Metric | AUT (B) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [AUT (B)](): Higher is better; unit: PERCENT. - [AUT (A)](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUT (B) | Result date | Report paper | | --- | --- | --- | --- | | SEED | 94.2 | Not recorded | 6a152914dbd7150506f7dead | | HCL | 93.6 | Not recorded | 6a152914dbd7150506f7dead | | SEED | 93 | Not recorded | 6a152914dbd7150506f7dead | | EWC | 92.5 | Not recorded | 6a152914dbd7150506f7dead | | HCL | 92.4 | Not recorded | 6a152914dbd7150506f7dead | | AGEM | 92.4 | Not recorded | 6a152914dbd7150506f7dead | | EWC | 91.1 | Not recorded | 6a152914dbd7150506f7dead | | AGEM | 91 | Not recorded | 6a152914dbd7150506f7dead | | CBRS | 90 | Not recorded | 6a152914dbd7150506f7dead | | MIR | 89.9 | Not recorded | 6a152914dbd7150506f7dead | | CBRS | 89.8 | Not recorded | 6a152914dbd7150506f7dead | | MIR | 89.8 | Not recorded | 6a152914dbd7150506f7dead | | HCL\* | 89.1 | Not recorded | 6a152914dbd7150506f7dead | | HCL\* | 88.5 | Not recorded | 6a152914dbd7150506f7dead | | CADE | 84.5 | Not recorded | 6a152914dbd7150506f7dead | | CADE | 84.5 | Not recorded | 6a152914dbd7150506f7dead | ### SEED AUT (B): 94.2. Result ID: 6a1567befbc373592c0d288a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"20%"}. This record does not assert independent reproduction. ### HCL AUT (B): 93.6. Result ID: 6a1567befbc373592c0d2888. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. ### SEED AUT (B): 93. Result ID: 6a1567befbc373592c0d287a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"20%"}. This record does not assert independent reproduction. ### EWC AUT (B): 92.5. Result ID: 6a1567befbc373592c0d2883. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. ### HCL AUT (B): 92.4. Result ID: 6a1567befbc373592c0d2878. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. ### AGEM AUT (B): 92.4. Result ID: 6a1567befbc373592c0d2884. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. ### EWC AUT (B): 91.1. Result ID: 6a1567befbc373592c0d2873. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. ### AGEM AUT (B): 91. Result ID: 6a1567befbc373592c0d2874. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. ### CBRS AUT (B): 90. Result ID: 6a1567befbc373592c0d2885. [Reporting paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. ### MIR AUT (B): 89.9. Result ID: 6a1567befbc373592c0d2886. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. ### CBRS AUT (B): 89.8. Result ID: 6a1567befbc373592c0d2875. [Reporting paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. ### MIR AUT (B): 89.8. Result ID: 6a1567befbc373592c0d2876. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. ### HCL\* AUT (B): 89.1. Result ID: 6a1567befbc373592c0d2879. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"20%"}. This record does not assert independent reproduction. ### HCL\* AUT (B): 88.5. Result ID: 6a1567befbc373592c0d2889. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"20%"}. This record does not assert independent reproduction. ### CADE AUT (B): 84.5. Result ID: 6a1567befbc373592c0d2877. [Reporting paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. ### CADE AUT (B): 84.5. Result ID: 6a1567befbc373592c0d2887. [Reporting paper]() Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.