# Stance Detection on EZSTANCE Explicit (test) Source: [Stance Detection on EZSTANCE Explicit (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:48.283Z Evaluation of Stance Detection performance on the test split of the EZSTANCE Explicit dataset, reporting SC (%). 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 | Stance Detection | | Dataset (including any stated split) | EZSTANCE Explicit (test) | | Metric | SC (%) | | 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 - [SC (%)](): Higher is better; unit: PERCENT. ## Recorded results | Method | SC (%) | Result date | Report paper | | --- | --- | --- | --- | | Gemini-pro | 0.5146 | Not recorded | 68fa78f21e209131cea7b5e1 | | Mistral-large | 0.513 | Not recorded | 68fa78f21e209131cea7b5e1 | | GPT-4o | 0.4938 | Not recorded | 68fa78f21e209131cea7b5e1 | | Gemini-flash | 0.4889 | Not recorded | 68fa78f21e209131cea7b5e1 | | Llama-3-70B | 0.4873 | Not recorded | 68fa78f21e209131cea7b5e1 | | GPT-3.5 | 0.4848 | Not recorded | 68fa78f21e209131cea7b5e1 | | Gemini-flash | 0.4731 | Not recorded | 68fa78f21e209131cea7b5e1 | | GPT-3.5 | 0.4721 | Not recorded | 68fa78f21e209131cea7b5e1 | | Llama-3-8B | 0.472 | Not recorded | 68fa78f21e209131cea7b5e1 | | Mistral-small | 0.4677 | Not recorded | 68fa78f21e209131cea7b5e1 | | Llama-3-8B | 0.4672 | Not recorded | 68fa78f21e209131cea7b5e1 | | Llama-3-70B | 0.4639 | Not recorded | 68fa78f21e209131cea7b5e1 | | Mistral-large | 0.462 | Not recorded | 68fa78f21e209131cea7b5e1 | | Mistral-small | 0.4506 | Not recorded | 68fa78f21e209131cea7b5e1 | | Gemini-pro | 0.4364 | Not recorded | 68fa78f21e209131cea7b5e1 | | GPT-4o | 0.4077 | Not recorded | 68fa78f21e209131cea7b5e1 | ### Gemini-pro SC (%): 0.5146. Result ID: 6995b1ed3badfaffe6b1a8a1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG&SD"}. This record does not assert independent reproduction. ### Mistral-large SC (%): 0.513. Result ID: 6995b1ed3badfaffe6b1a8a9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG&SD"}. This record does not assert independent reproduction. ### GPT-4o SC (%): 0.4938. Result ID: 6995b1ed3badfaffe6b1a89d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG&SD"}. This record does not assert independent reproduction. ### Gemini-flash SC (%): 0.4889. Result ID: 6995b1ed3badfaffe6b1a89f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG&SD"}. This record does not assert independent reproduction. ### Llama-3-70B SC (%): 0.4873. Result ID: 6995b1ed3badfaffe6b1a8a5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG&SD"}. This record does not assert independent reproduction. ### GPT-3.5 SC (%): 0.4848. Result ID: 6995b1ed3badfaffe6b1a89b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG&SD"}. This record does not assert independent reproduction. ### Gemini-flash SC (%): 0.4731. Result ID: 6995b1ed3badfaffe6b1a89e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG+SD"}. This record does not assert independent reproduction. ### GPT-3.5 SC (%): 0.4721. Result ID: 6995b1ed3badfaffe6b1a89a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG+SD"}. This record does not assert independent reproduction. ### Llama-3-8B SC (%): 0.472. Result ID: 6995b1ed3badfaffe6b1a8a2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG+SD"}. This record does not assert independent reproduction. ### Mistral-small SC (%): 0.4677. Result ID: 6995b1ed3badfaffe6b1a8a7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG&SD"}. This record does not assert independent reproduction. ### Llama-3-8B SC (%): 0.4672. Result ID: 6995b1ed3badfaffe6b1a8a3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG&SD"}. This record does not assert independent reproduction. ### Llama-3-70B SC (%): 0.4639. Result ID: 6995b1ed3badfaffe6b1a8a4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG+SD"}. This record does not assert independent reproduction. ### Mistral-large SC (%): 0.462. Result ID: 6995b1ed3badfaffe6b1a8a8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG+SD"}. This record does not assert independent reproduction. ### Mistral-small SC (%): 0.4506. Result ID: 6995b1ed3badfaffe6b1a8a6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG+SD"}. This record does not assert independent reproduction. ### Gemini-pro SC (%): 0.4364. Result ID: 6995b1ed3badfaffe6b1a8a0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG+SD"}. This record does not assert independent reproduction. ### GPT-4o SC (%): 0.4077. Result ID: 6995b1ed3badfaffe6b1a89c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"TG+SD"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.