# Science Question Answering on ARC (Easy/Challenge Breakdown) Source: [Science Question Answering on ARC (Easy/Challenge Breakdown)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:23:37.956Z Evaluation of model performance on the Abstract Reasoning Corpus (ARC) dataset, reporting separate accuracy scores for the Easy and Challenge subsets. 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) | ARC | | Metric | ARC Easy Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [ARC Easy Accuracy](): Higher is better; unit: PERCENT. - [ARC Challenge Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | ARC Easy Accuracy | Result date | Report paper | | --- | --- | --- | --- | | LD-MoLE | 92.11 | Not recorded | 68fa7bc81e209131cea8a6fb | | ReMoLE | 91.75 | Not recorded | 68fa7bc81e209131cea8a6fb | | ReMoLE | 91.61 | Not recorded | 68fa7bc81e209131cea8a6fb | | LD-MoLE | 91.61 | Not recorded | 68fa7bc81e209131cea8a6fb | | LD-MoLE | 89.47 | Not recorded | 68fa7bc81e209131cea8a6fb | | ReMoLE | 89.3 | Not recorded | 68fa7bc81e209131cea8a6fb | | MoLA(8888) | 88.6 | Not recorded | 68fa7bc81e209131cea8a6fb | | MoLA(2468) | 88.42 | Not recorded | 68fa7bc81e209131cea8a6fb | | MoLA(2468) | 87.37 | Not recorded | 68fa7bc81e209131cea8a6fb | | MoLA(8888) | 86.32 | Not recorded | 68fa7bc81e209131cea8a6fb | | MoLA(2468) | 83.86 | Not recorded | 68fa7bc81e209131cea8a6fb | | MoLA(8888) | 83.51 | Not recorded | 68fa7bc81e209131cea8a6fb | | RPO | 79.1 | Not recorded | 68fa75fa1e209131cea6ac1e | | zephyr-gemma-7b | 77.6 | Not recorded | 68fa75fa1e209131cea6ac1e | | DPO | 75.7 | Not recorded | 68fa75fa1e209131cea6ac1e | | zephyr-7b-gemma-sft | 75 | Not recorded | 68fa75fa1e209131cea6ac1e | ### LD-MoLE ARC Easy Accuracy: 92.11. Result ID: 699e9d5e5698665ec4671b3f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-1.7B","TP":"4.23 %"}. This record does not assert independent reproduction. ### ReMoLE ARC Easy Accuracy: 91.75. Result ID: 699e9d5e5698665ec4671b3e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-1.7B","TP":"4.12 %"}. This record does not assert independent reproduction. ### ReMoLE ARC Easy Accuracy: 91.61. Result ID: 699e9d5e5698665ec4671b36. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3.1-8B","TP":"2.17 %"}. This record does not assert independent reproduction. ### LD-MoLE ARC Easy Accuracy: 91.61. Result ID: 699e9d5e5698665ec4671b37. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3.1-8B","TP":"2.33 %"}. This record does not assert independent reproduction. ### LD-MoLE ARC Easy Accuracy: 89.47. Result ID: 699e9d5e5698665ec4671b3b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3.2-3B","TP":"3.28 %"}. This record does not assert independent reproduction. ### ReMoLE ARC Easy Accuracy: 89.3. Result ID: 699e9d5e5698665ec4671b3a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3.2-3B","TP":"3.11 %"}. This record does not assert independent reproduction. ### MoLA(8888) ARC Easy Accuracy: 88.6. Result ID: 699e9d5e5698665ec4671b3c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-1.7B","TP":"4.12 %"}. This record does not assert independent reproduction. ### MoLA(2468) ARC Easy Accuracy: 88.42. Result ID: 699e9d5e5698665ec4671b3d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-1.7B","TP":"2.39 %"}. This record does not assert independent reproduction. ### MoLA(2468) ARC Easy Accuracy: 87.37. Result ID: 699e9d5e5698665ec4671b35. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3.1-8B","TP":"1.26 %"}. This record does not assert independent reproduction. ### MoLA(8888) ARC Easy Accuracy: 86.32. Result ID: 699e9d5e5698665ec4671b34. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3.1-8B","TP":"2.17 %"}. This record does not assert independent reproduction. ### MoLA(2468) ARC Easy Accuracy: 83.86. Result ID: 699e9d5e5698665ec4671b39. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3.2-3B","TP":"1.80 %"}. This record does not assert independent reproduction. ### MoLA(8888) ARC Easy Accuracy: 83.51. Result ID: 699e9d5e5698665ec4671b38. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3.2-3B","TP":"3.11 %"}. This record does not assert independent reproduction. ### RPO ARC Easy Accuracy: 79.1. Result ID: 699408d13a6c3148491a8de5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Chain-of-thought":false,"Few-shots":false,"Backbone":"Gemma"}. This record does not assert independent reproduction. ### zephyr-gemma-7b ARC Easy Accuracy: 77.6. Result ID: 699408d13a6c3148491a8de8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Chain-of-thought":false,"Few-shots":false}. This record does not assert independent reproduction. ### DPO ARC Easy Accuracy: 75.7. Result ID: 699408d13a6c3148491a8de6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Chain-of-thought":false,"Few-shots":false,"Backbone":"Gemma"}. This record does not assert independent reproduction. ### zephyr-7b-gemma-sft ARC Easy Accuracy: 75. Result ID: 699408d13a6c3148491a8de7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Chain-of-thought":false,"Few-shots":false,"Backbone":"Gemma"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.