# Natural Language Understanding on EuroEval Danish Source: [Natural Language Understanding on EuroEval Danish]() Collection index: [llms.txt]() Data updated: 2026-05-27T08:00:27.938Z Evaluation of model performance on the Danish subset of the EuroEval benchmark suite, focusing on Natural Language Understanding capabilities. 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 | Natural Language Understanding | | Dataset (including any stated split) | EuroEval Danish | | Metric | EuroEval Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 - [EuroEval Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | EuroEval Score | Result date | Report paper | | --- | --- | --- | --- | | EuroLLM-9B (Base) | 65 | Not recorded | 6a167aa3dbd7150506f80031 | | aya-3B (Base) | 48.4 | Not recorded | 6a167aa3dbd7150506f80031 | | EuroLLM-9B (Multilingual All Lang SFT) | 8.5 | Not recorded | 6a167aa3dbd7150506f80031 | | aya-3B (Multilingual Max-R SFT) | 7.4 | Not recorded | 6a167aa3dbd7150506f80031 | | EuroLLM-9B (Monolingual In-lang SFT) | 5.3 | Not recorded | 6a167aa3dbd7150506f80031 | | aya-3B (Multilingual All Lang SFT) | 4.6 | Not recorded | 6a167aa3dbd7150506f80031 | | aya-3B (Monolingual Max-R SFT) | 4.2 | Not recorded | 6a167aa3dbd7150506f80031 | | aya-3B (Monolingual In-lang SFT) | 4 | Not recorded | 6a167aa3dbd7150506f80031 | | EuroLLM-9B (Multilingual Max-R SFT) | 1.3 | Not recorded | 6a167aa3dbd7150506f80031 | | EuroLLM-9B (Multilingual Paired DPO) | 1.1 | Not recorded | 6a167aa3dbd7150506f80031 | | EuroLLM-9B (Monolingual Paired DPO) | 1 | Not recorded | 6a167aa3dbd7150506f80031 | | aya-3B (Monolingual Paired DPO) | 0.1 | Not recorded | 6a167aa3dbd7150506f80031 | | aya-3B (Multilingual Paired DPO) | 0.1 | Not recorded | 6a167aa3dbd7150506f80031 | | EuroLLM-9B (Monolingual Max-R SFT) | 0.1 | Not recorded | 6a167aa3dbd7150506f80031 | ### EuroLLM-9B (Base) EuroEval Score: 65. Result ID: 6a16a41ffbc373592c0f9857. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language model":"EuroLLM-9B","Regime":"Baseline"}. This record does not assert independent reproduction. ### aya-3B (Base) EuroEval Score: 48.4. Result ID: 6a16a41ffbc373592c0f9850. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language model":"aya-3B","Regime":"Baseline"}. This record does not assert independent reproduction. ### EuroLLM-9B (Multilingual All Lang SFT) EuroEval Score: 8.5. Result ID: 6a16a41ffbc373592c0f985b. [Reporting paper]() Recorded evaluation configuration: {"Language model":"EuroLLM-9B","Regime":"Multilingual","Post-training":"SFT","Data Selection":"All Lang"}. This record does not assert independent reproduction. ### aya-3B (Multilingual Max-R SFT) EuroEval Score: 7.4. Result ID: 6a16a41ffbc373592c0f9855. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language model":"aya-3B","Regime":"Multilingual","Post-training":"SFT","Data Selection":"Max-R"}. This record does not assert independent reproduction. ### EuroLLM-9B (Monolingual In-lang SFT) EuroEval Score: 5.3. Result ID: 6a16a41ffbc373592c0f9858. [Reporting paper]() Recorded evaluation configuration: {"Language model":"EuroLLM-9B","Regime":"Monolingual","Post-training":"SFT","Data Selection":"In-lang"}. This record does not assert independent reproduction. ### aya-3B (Multilingual All Lang SFT) EuroEval Score: 4.6. Result ID: 6a16a41ffbc373592c0f9854. [Reporting paper]() Recorded evaluation configuration: {"Language model":"aya-3B","Regime":"Multilingual","Post-training":"SFT","Data Selection":"All Lang"}. This record does not assert independent reproduction. ### aya-3B (Monolingual Max-R SFT) EuroEval Score: 4.2. Result ID: 6a16a41ffbc373592c0f9852. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language model":"aya-3B","Regime":"Monolingual","Post-training":"SFT","Data Selection":"Max-R"}. This record does not assert independent reproduction. ### aya-3B (Monolingual In-lang SFT) EuroEval Score: 4. Result ID: 6a16a41ffbc373592c0f9851. [Reporting paper]() Recorded evaluation configuration: {"Language model":"aya-3B","Regime":"Monolingual","Post-training":"SFT","Data Selection":"In-lang"}. This record does not assert independent reproduction. ### EuroLLM-9B (Multilingual Max-R SFT) EuroEval Score: 1.3. Result ID: 6a16a41ffbc373592c0f985c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language model":"EuroLLM-9B","Regime":"Multilingual","Post-training":"SFT","Data Selection":"Max-R"}. This record does not assert independent reproduction. ### EuroLLM-9B (Multilingual Paired DPO) EuroEval Score: 1.1. Result ID: 6a16a41ffbc373592c0f985d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language model":"EuroLLM-9B","Regime":"Multilingual","Post-training":"DPO","Data Selection":"Paired"}. This record does not assert independent reproduction. ### EuroLLM-9B (Monolingual Paired DPO) EuroEval Score: 1. Result ID: 6a16a41ffbc373592c0f985a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language model":"EuroLLM-9B","Regime":"Monolingual","Post-training":"DPO","Data Selection":"Paired"}. This record does not assert independent reproduction. ### aya-3B (Monolingual Paired DPO) EuroEval Score: 0.1. Result ID: 6a16a41ffbc373592c0f9853. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language model":"aya-3B","Regime":"Monolingual","Post-training":"DPO","Data Selection":"Paired"}. This record does not assert independent reproduction. ### aya-3B (Multilingual Paired DPO) EuroEval Score: 0.1. Result ID: 6a16a41ffbc373592c0f9856. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language model":"aya-3B","Regime":"Multilingual","Post-training":"DPO","Data Selection":"Paired"}. This record does not assert independent reproduction. ### EuroLLM-9B (Monolingual Max-R SFT) EuroEval Score: 0.1. Result ID: 6a16a41ffbc373592c0f9859. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language model":"EuroLLM-9B","Regime":"Monolingual","Post-training":"SFT","Data Selection":"Max-R"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.