# Role-Playing on RPGBench In-distribution Source: [Role-Playing on RPGBench In-distribution]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:13.770Z Evaluation of role-playing capabilities using the RPGBench In-distribution dataset, measured by the R-EMI 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 | Role-Playing | | Dataset (including any stated split) | RPGBench In-distribution | | Metric | R-EMI | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [R-EMI](): Higher is better; unit: SCALAR. ## Recorded results | Method | R-EMI | Result date | Report paper | | --- | --- | --- | --- | | RL | -0.034 | Not recorded | 6948d057423ea42265729d41 | | CoRL | -0.04 | Not recorded | 6948d057423ea42265729d41 | | CoRL | -0.049 | Not recorded | 6948d057423ea42265729d41 | | RL | -0.05 | Not recorded | 6948d057423ea42265729d41 | | SFT | -0.052 | Not recorded | 6948d057423ea42265729d41 | | ICL | -0.065 | Not recorded | 6948d057423ea42265729d41 | | SFT | -0.067 | Not recorded | 6948d057423ea42265729d41 | | DA | -0.079 | Not recorded | 6948d057423ea42265729d41 | | DA | -0.09 | Not recorded | 6948d057423ea42265729d41 | | ICL | -0.096 | Not recorded | 6948d057423ea42265729d41 | | ThinkingSFT | -0.107 | Not recorded | 6948d057423ea42265729d41 | | ThinkingSFT | -0.121 | Not recorded | 6948d057423ea42265729d41 | | ThinkingRL | -0.196 | Not recorded | 6948d057423ea42265729d41 | | ThinkingRL | -0.272 | Not recorded | 6948d057423ea42265729d41 | | DPO | -0.287 | Not recorded | 6948d057423ea42265729d41 | | RFT | -0.303 | Not recorded | 6948d057423ea42265729d41 | | DPO | -0.586 | Not recorded | 6948d057423ea42265729d41 | | RFT | -0.835 | Not recorded | 6948d057423ea42265729d41 | ### RL R-EMI: -0.034. Result ID: 6999501b5698665ec4ba9a15. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Meta-Llama3-8B"}. This record does not assert independent reproduction. ### CoRL R-EMI: -0.04. Result ID: 6999501b5698665ec4ba9a0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### CoRL R-EMI: -0.049. Result ID: 6999501b5698665ec4ba9a18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Meta-Llama3-8B"}. This record does not assert independent reproduction. ### RL R-EMI: -0.05. Result ID: 6999501b5698665ec4ba9a0c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### SFT R-EMI: -0.052. Result ID: 6999501b5698665ec4ba9a11. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Meta-Llama3-8B"}. This record does not assert independent reproduction. ### ICL R-EMI: -0.065. Result ID: 6999501b5698665ec4ba9a07. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### SFT R-EMI: -0.067. Result ID: 6999501b5698665ec4ba9a08. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### DA R-EMI: -0.079. Result ID: 6999501b5698665ec4ba9a12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Meta-Llama3-8B"}. This record does not assert independent reproduction. ### DA R-EMI: -0.09. Result ID: 6999501b5698665ec4ba9a09. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### ICL R-EMI: -0.096. Result ID: 6999501b5698665ec4ba9a10. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Meta-Llama3-8B"}. This record does not assert independent reproduction. ### ThinkingSFT R-EMI: -0.107. Result ID: 6999501b5698665ec4ba9a16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Meta-Llama3-8B"}. This record does not assert independent reproduction. ### ThinkingSFT R-EMI: -0.121. Result ID: 6999501b5698665ec4ba9a0d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### ThinkingRL R-EMI: -0.196. Result ID: 6999501b5698665ec4ba9a0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### ThinkingRL R-EMI: -0.272. Result ID: 6999501b5698665ec4ba9a17. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Meta-Llama3-8B"}. This record does not assert independent reproduction. ### DPO R-EMI: -0.287. Result ID: 6999501b5698665ec4ba9a0a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### RFT R-EMI: -0.303. Result ID: 6999501b5698665ec4ba9a14. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Meta-Llama3-8B"}. This record does not assert independent reproduction. ### DPO R-EMI: -0.586. Result ID: 6999501b5698665ec4ba9a13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Meta-Llama3-8B"}. This record does not assert independent reproduction. ### RFT R-EMI: -0.835. Result ID: 6999501b5698665ec4ba9a0b. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.