# Science Question Answering on MMLU-Pro OOD Source: [Science Question Answering on MMLU-Pro OOD]() Collection index: [llms.txt]() Data updated: 2026-04-16T06:55:23.930Z Evaluation of model performance on the Out-of-Distribution (OOD) subset of the MMLU-Pro dataset specifically for Science Question Answering tasks, reporting standard 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 | Science Question Answering | | Dataset (including any stated split) | MMLU-Pro OOD | | Metric | Accuracy (MMLU-Pro OOD Science) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 (MMLU-Pro OOD Science)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (MMLU-Pro OOD Science) | Result date | Report paper | | --- | --- | --- | --- | | RL-PLUS | 54.7 | Not recorded | 68fa7c411e209131cea8d325 | | GRPO | 47.5 | Not recorded | 68fa7c411e209131cea8d325 | | SFT | 42.7 | Not recorded | 68fa7c411e209131cea8d325 | | SFT+GRPO | 37.7 | Not recorded | 68fa7c411e209131cea8d325 | | Base Model | 30.2 | Not recorded | 68fa7c411e209131cea8d325 | ### RL-PLUS Accuracy (MMLU-Pro OOD Science): 54.7. Result ID: 69e087c347f34ce924c9411c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base model":"Qwen2.5-Math-7B"}. This record does not assert independent reproduction. ### GRPO Accuracy (MMLU-Pro OOD Science): 47.5. Result ID: 69e087c347f34ce924c9411a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base model":"Qwen2.5-Math-7B"}. This record does not assert independent reproduction. ### SFT Accuracy (MMLU-Pro OOD Science): 42.7. Result ID: 69e087c347f34ce924c94119. [Reporting paper]() Recorded evaluation configuration: {"Base model":"Qwen2.5-Math-7B"}. This record does not assert independent reproduction. ### SFT+GRPO Accuracy (MMLU-Pro OOD Science): 37.7. Result ID: 69e087c347f34ce924c9411b. [Reporting paper]() Recorded evaluation configuration: {"Base model":"Qwen2.5-Math-7B"}. This record does not assert independent reproduction. ### Base Model Accuracy (MMLU-Pro OOD Science): 30.2. Result ID: 69e087c347f34ce924c94118. [Reporting paper]() Recorded evaluation configuration: {"Base model":"Qwen2.5-Math-7B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.