# Incident Remediation on Kubernetes Cluster Evaluation (42 incidents) Source: [Incident Remediation on Kubernetes Cluster Evaluation (42 incidents)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:51:19.190Z Evaluation of model performance on remediating incidents within a Kubernetes cluster environment, focusing on Mean Time To Recovery (MTTR) and performance gain. 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 Remediation | | Dataset (including any stated split) | Kubernetes Cluster Evaluation (42 incidents) | | Metric | MTTR (s) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 2 of 2 | | 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 - [MTTR (s)](): Lower is better; unit: TIME. - [Performance Gain (%)](): Higher is better; unit: PERCENT. ## Recorded results | Method | MTTR (s) | Result date | Report paper | | --- | --- | --- | --- | | CPE | 126.5 | Not recorded | 69784673a2b28e761d87c407 | | Baseline | 185.3 | Not recorded | 69784673a2b28e761d87c407 | ### CPE MTTR (s): 126.5. Result ID: 699622b45698665ec4633f00. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Baseline MTTR (s): 185.3. Result ID: 699622b45698665ec4633eff. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.