# Malware Detection on BODMAS unseen tasks

Source: [Malware Detection on BODMAS unseen tasks](<https://www.sota2.com/research/sota/malware-detection-on-bodmas-unseen-tasks>)

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

Data updated: 2026-05-26T09:28:44.496Z

Evaluation of Malware Detection performance using the BODMAS dataset variant focused on unseen tasks.

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 unseen tasks |
| Metric | AUT (B) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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)](<https://www.sota2.com/research/sota/malware-detection-on-bodmas-unseen-tasks.md?metric=AUT%20(B)>): Higher is better; unit: PERCENT.

- [AUT (A)](<https://www.sota2.com/research/sota/malware-detection-on-bodmas-unseen-tasks.md?metric=AUT%20(A)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AUT (B) | Result date | Report paper |
| --- | --- | --- | --- |
| SEED | 95.6 | Not recorded | 6a152914dbd7150506f7dead |
| HCL | 94.9 | Not recorded | 6a152914dbd7150506f7dead |
| EWC | 93.5 | Not recorded | 6a152914dbd7150506f7dead |
| AGEM | 93.3 | Not recorded | 6a152914dbd7150506f7dead |
| CBRS | 90.8 | Not recorded | 6a152914dbd7150506f7dead |
| MIR | 90.4 | Not recorded | 6a152914dbd7150506f7dead |
| HCL\* | 88.8 | Not recorded | 6a152914dbd7150506f7dead |
| CADE | 84.5 | Not recorded | 6a152914dbd7150506f7dead |

### SEED

AUT (B): 95.6. Result ID: 6a1567befbc373592c0d2882.

[Reporting paper](<https://www.sota2.com/research/paper/6a152914dbd7150506f7dead.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a152914dbd7150506f7dead.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"20%"}. This record does not assert independent reproduction.

### HCL

AUT (B): 94.9. Result ID: 6a1567befbc373592c0d2880.

[Reporting paper](<https://www.sota2.com/research/paper/6a152914dbd7150506f7dead.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fb71e209131cea46fed.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction.

### EWC

AUT (B): 93.5. Result ID: 6a1567befbc373592c0d287b.

[Reporting paper](<https://www.sota2.com/research/paper/6a152914dbd7150506f7dead.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cb31e209131cea3555e.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction.

### AGEM

AUT (B): 93.3. Result ID: 6a1567befbc373592c0d287c.

[Reporting paper](<https://www.sota2.com/research/paper/6a152914dbd7150506f7dead.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65371e209131cea090ac.md>)

[Implementation](<https://github.com/facebookresearch/agem>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction.

### CBRS

AUT (B): 90.8. Result ID: 6a1567befbc373592c0d287d.

[Reporting paper](<https://www.sota2.com/research/paper/6a152914dbd7150506f7dead.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction.

### MIR

AUT (B): 90.4. Result ID: 6a1567befbc373592c0d287e.

[Reporting paper](<https://www.sota2.com/research/paper/6a152914dbd7150506f7dead.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66921e209131cea10fde.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction.

### HCL\*

AUT (B): 88.8. Result ID: 6a1567befbc373592c0d2881.

[Reporting paper](<https://www.sota2.com/research/paper/6a152914dbd7150506f7dead.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fb71e209131cea46fed.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"20%"}. This record does not assert independent reproduction.

### CADE

AUT (B): 84.5. Result ID: 6a1567befbc373592c0d287f.

[Reporting paper](<https://www.sota2.com/research/paper/6a152914dbd7150506f7dead.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"100%"}. This record does not assert independent reproduction.

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