# Reasoning on ARC Challenge Italian Source: [Reasoning on ARC Challenge Italian]() Collection index: [llms.txt]() Data updated: 2026-05-11T10:11:09.457Z Evaluation of model performance on reasoning tasks using the ARC Challenge Italian dataset, measured by the flexible\_extract metric. 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 | Reasoning | | Dataset (including any stated split) | ARC Challenge Italian | | Metric | Flexible Extract | | 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 - [Flexible Extract](): Higher is better; unit: PERCENT. ## Recorded results | Method | Flexible Extract | Result date | Report paper | | --- | --- | --- | --- | | Qwen3-8B | 93.5 | Not recorded | 6a0162badbc836b87d82332a | | GPT-5 nano | 93 | Not recorded | 6a0162badbc836b87d82332a | | gpt-oss-20b | 92.7 | Not recorded | 6a0162badbc836b87d82332a | | Qwen3-4B | 89.8 | Not recorded | 6a0162badbc836b87d82332a | | gemma-3-12b-it | 87.5 | Not recorded | 6a0162badbc836b87d82332a | | EngGPT2-16B-A3B | 82.3 | Not recorded | 6a0162badbc836b87d82332a | | LLaMAntino-3-ANITA-8B | 75.5 | Not recorded | 6a0162badbc836b87d82332a | | gemma-3-4b-it | 72.5 | Not recorded | 6a0162badbc836b87d82332a | | Llama-3.1-8B-Instruct | 72 | Not recorded | 6a0162badbc836b87d82332a | | Velvet-14B | 70.8 | Not recorded | 6a0162badbc836b87d82332a | | Ministral-3-8B | 68 | Not recorded | 6a0162badbc836b87d82332a | | Moonlight-16B-A3B-Instruct | 62.4 | Not recorded | 6a0162badbc836b87d82332a | | Llama-3.2-3B-Instruct | 60 | Not recorded | 6a0162badbc836b87d82332a | | FastwebMIIA-7B | 58.7 | Not recorded | 6a0162badbc836b87d82332a | | deepseek-moe-16b-chat | 46.4 | Not recorded | 6a0162badbc836b87d82332a | | Minerva-7B-instruct-v1.0 | 26.1 | Not recorded | 6a0162badbc836b87d82332a | ### Qwen3-8B Flexible Extract: 93.5. Result ID: 6a01ab3c47f34ce924e41e4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### GPT-5 nano Flexible Extract: 93. Result ID: 6a01ab3c47f34ce924e41e51. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### gpt-oss-20b Flexible Extract: 92.7. Result ID: 6a01ab3c47f34ce924e41e53. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### Qwen3-4B Flexible Extract: 89.8. Result ID: 6a01ab3c47f34ce924e41e4a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### gemma-3-12b-it Flexible Extract: 87.5. Result ID: 6a01ab3c47f34ce924e41e4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### EngGPT2-16B-A3B Flexible Extract: 82.3. Result ID: 6a01ab3c47f34ce924e41e45. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### LLaMAntino-3-ANITA-8B Flexible Extract: 75.5. Result ID: 6a01ab3c47f34ce924e41e49. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### gemma-3-4b-it Flexible Extract: 72.5. Result ID: 6a01ab3c47f34ce924e41e4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### Llama-3.1-8B-Instruct Flexible Extract: 72. Result ID: 6a01ab3c47f34ce924e41e4d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### Velvet-14B Flexible Extract: 70.8. Result ID: 6a01ab3c47f34ce924e41e48. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### Ministral-3-8B Flexible Extract: 68. Result ID: 6a01ab3c47f34ce924e41e50. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### Moonlight-16B-A3B-Instruct Flexible Extract: 62.4. Result ID: 6a01ab3c47f34ce924e41e54. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### Llama-3.2-3B-Instruct Flexible Extract: 60. Result ID: 6a01ab3c47f34ce924e41e4c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### FastwebMIIA-7B Flexible Extract: 58.7. Result ID: 6a01ab3c47f34ce924e41e46. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### deepseek-moe-16b-chat Flexible Extract: 46.4. Result ID: 6a01ab3c47f34ce924e41e52. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. ### Minerva-7B-instruct-v1.0 Flexible Extract: 26.1. Result ID: 6a01ab3c47f34ce924e41e47. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Setting":"cot\_it\_custom"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.