# Text Question Answering on KMMLU-Redux Source: [Text Question Answering on KMMLU-Redux]() Collection index: [llms.txt]() Data updated: 2026-05-26T07:17:57.169Z Evaluation of model performance on the KMMLU-Redux dataset for Text Question Answering tasks, measured by Accuracy. 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 | Text Question Answering | | Dataset (including any stated split) | KMMLU-Redux | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Raon-Speech | 51.8 | Not recorded | 6a1528fddbd7150506f7dd84 | | MiniCPM-o 4.5 | 46.27 | Not recorded | 6a1528fddbd7150506f7dd84 | | Fun-Audio Chat | 45.07 | Not recorded | 6a1528fddbd7150506f7dd84 | | Step-Audio 2 mini | 35.41 | Not recorded | 6a1528fddbd7150506f7dd84 | | Interactive Omni | 34.98 | Not recorded | 6a1528fddbd7150506f7dd84 | | HyperCLOVA X 8B Omni | 30.58 | Not recorded | 6a1528fddbd7150506f7dd84 | | Qwen2.5-Omni | 30.54 | Not recorded | 6a1528fddbd7150506f7dd84 | | Audio Flamingo 3 | 0.27 | Not recorded | 6a1528fddbd7150506f7dd84 | ### Raon-Speech Accuracy: 51.8. Result ID: 6a154806fbc373592c0c2f25. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MiniCPM-o 4.5 Accuracy: 46.27. Result ID: 6a154806fbc373592c0c2f2c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Fun-Audio Chat Accuracy: 45.07. Result ID: 6a154806fbc373592c0c2f2a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Step-Audio 2 mini Accuracy: 35.41. Result ID: 6a154806fbc373592c0c2f28. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Interactive Omni Accuracy: 34.98. Result ID: 6a154806fbc373592c0c2f29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HyperCLOVA X 8B Omni Accuracy: 30.58. Result ID: 6a154806fbc373592c0c2f2b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-Omni Accuracy: 30.54. Result ID: 6a154806fbc373592c0c2f26. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Audio Flamingo 3 Accuracy: 0.27. Result ID: 6a154806fbc373592c0c2f27. [Reporting paper]() [Method origin 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.