# Incident-technique mapping on MITRE ATT&CK incident-technique mapping (test)

Source: [Incident-technique mapping on MITRE ATT&CK incident-technique mapping (test)](<https://www.sota2.com/research/sota/incident-technique-mapping-on-mitre-att-and-ck-incident-technique-mapping-test>)

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

Data updated: 2026-03-16T08:49:04.457Z

Evaluation of model performance in mapping security incidents to corresponding MITRE ATT&CK techniques, measured using Spearman correlation coefficients (Spearman (ρ)).

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 | Incident-technique mapping |
| Dataset (including any stated split) | MITRE ATT&CK incident-technique mapping (test) |
| Metric | Spearman Correlation (ρ) |
| Unit | SCALAR |
| 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

- [Spearman Correlation (ρ)](<https://www.sota2.com/research/sota/incident-technique-mapping-on-mitre-att-and-ck-incident-technique-mapping-test.md?metric=Spearman%20Correlation%20(%CF%81)>): Higher is better; unit: SCALAR.

- [Improvement in Spearman Correlation (Δρ)](<https://www.sota2.com/research/sota/incident-technique-mapping-on-mitre-att-and-ck-incident-technique-mapping-test.md?metric=Improvement%20in%20Spearman%20Correlation%20(%CE%94%CF%81)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Spearman Correlation (ρ) | Result date | Report paper |
| --- | --- | --- | --- |
| ft\_mpnet\_v6 | 0.7894 | Not recorded | 69b78e9a0636e5bf4afbdc88 |
| all-mpnet-base-v2 | 0.5852 | Not recorded | 69b78e9a0636e5bf4afbdc88 |
| all-distilroberta-v1 | 0.5776 | Not recorded | 69b78e9a0636e5bf4afbdc88 |
| all-MiniLM-L12-v2 | 0.5585 | Not recorded | 69b78e9a0636e5bf4afbdc88 |

### ft\_mpnet\_v6

Spearman Correlation (ρ): 0.7894. Result ID: 69b7c35d47f34ce9249f79ab.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e9a0636e5bf4afbdc88.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b78e9a0636e5bf4afbdc88.md>)

Recorded evaluation configuration: {"mode":"fine-tuned"}. This record does not assert independent reproduction.

### all-mpnet-base-v2

Spearman Correlation (ρ): 0.5852. Result ID: 69b7c35d47f34ce9249f79ac.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e9a0636e5bf4afbdc88.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a81e209131cea1d80d.md>)

[Implementation](<https://github.com/microsoft/MPNet>)

Recorded evaluation configuration: {"mode":"baseline"}. This record does not assert independent reproduction.

### all-distilroberta-v1

Spearman Correlation (ρ): 0.5776. Result ID: 69b7c35d47f34ce9249f79ad.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e9a0636e5bf4afbdc88.md>)

Recorded evaluation configuration: {"mode":"baseline"}. This record does not assert independent reproduction.

### all-MiniLM-L12-v2

Spearman Correlation (ρ): 0.5585. Result ID: 69b7c35d47f34ce9249f79ae.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e9a0636e5bf4afbdc88.md>)

Recorded evaluation configuration: {"mode":"baseline"}. This record does not assert independent reproduction.

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