# Text Question Answering on KMMLU-Pro Source: [Text Question Answering on KMMLU-Pro]() Collection index: [llms.txt]() Data updated: 2026-05-26T07:17:57.119Z Evaluation of model performance on the KMMLU-Pro dataset for Text Question Answering tasks, typically measured using 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-Pro | | 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 | 46.85 | Not recorded | 6a1528fddbd7150506f7dd84 | | Fun-Audio Chat | 43.23 | Not recorded | 6a1528fddbd7150506f7dd84 | | MiniCPM-o 4.5 | 41.57 | Not recorded | 6a1528fddbd7150506f7dd84 | | Step-Audio 2 mini | 38.38 | Not recorded | 6a1528fddbd7150506f7dd84 | | Interactive Omni | 36.43 | Not recorded | 6a1528fddbd7150506f7dd84 | | Qwen2.5-Omni | 32.49 | Not recorded | 6a1528fddbd7150506f7dd84 | | HyperCLOVA X 8B Omni | 19.06 | Not recorded | 6a1528fddbd7150506f7dd84 | | Audio Flamingo 3 | 0.43 | Not recorded | 6a1528fddbd7150506f7dd84 | ### Raon-Speech Accuracy: 46.85. Result ID: 6a154806fbc373592c0c2f1d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Fun-Audio Chat Accuracy: 43.23. Result ID: 6a154806fbc373592c0c2f22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MiniCPM-o 4.5 Accuracy: 41.57. Result ID: 6a154806fbc373592c0c2f24. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Step-Audio 2 mini Accuracy: 38.38. Result ID: 6a154806fbc373592c0c2f20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Interactive Omni Accuracy: 36.43. Result ID: 6a154806fbc373592c0c2f21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-Omni Accuracy: 32.49. Result ID: 6a154806fbc373592c0c2f1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HyperCLOVA X 8B Omni Accuracy: 19.06. Result ID: 6a154806fbc373592c0c2f23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Audio Flamingo 3 Accuracy: 0.43. Result ID: 6a154806fbc373592c0c2f1f. [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.