# Role-Playing Ability on Role-playing Source: [Role-Playing Ability on Role-playing]() Collection index: [llms.txt]() Data updated: 2026-05-19T12:42:56.782Z Evaluation of Role-Playing Ability using custom metrics (CUS, RAW, SPE) on the 'Role-playing' dataset. 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 Ability | | Dataset (including any stated split) | Role-playing | | Metric | CUS Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [CUS Score](): Higher is better; unit: SCALAR. - [RAW Score](): Higher is better; unit: SCALAR. - [SPE Score](): Higher is better; unit: SCALAR. - [Average Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | CUS Score | Result date | Report paper | | --- | --- | --- | --- | | PPR-GDE | 4.99 | Not recorded | 6a0bef08dbc836b87d82c9ae | | PPR-GDE | 4.97 | Not recorded | 6a0bef08dbc836b87d82c9ae | | PPR-GDE | 4.94 | Not recorded | 6a0bef08dbc836b87d82c9ae | | GRPO | 4.88 | Not recorded | 6a0bef08dbc836b87d82c9ae | | PPO | 4.83 | Not recorded | 6a0bef08dbc836b87d82c9ae | | GRPO | 4.81 | Not recorded | 6a0bef08dbc836b87d82c9ae | | GRPO | 4.8 | Not recorded | 6a0bef08dbc836b87d82c9ae | | PPO | 4.77 | Not recorded | 6a0bef08dbc836b87d82c9ae | | PPO | 4.71 | Not recorded | 6a0bef08dbc836b87d82c9ae | | w/o RL | 4.04 | Not recorded | 6a0bef08dbc836b87d82c9ae | | w/o RL | 3.38 | Not recorded | 6a0bef08dbc836b87d82c9ae | | w/o RL | 3.21 | Not recorded | 6a0bef08dbc836b87d82c9ae | ### PPR-GDE CUS Score: 4.99. Result ID: 6a0c5aaefbc373592c03e1bc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### PPR-GDE CUS Score: 4.97. Result ID: 6a0c5aaefbc373592c03e1c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### PPR-GDE CUS Score: 4.94. Result ID: 6a0c5aaefbc373592c03e1c0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-1.5B-Instruct"}. This record does not assert independent reproduction. ### GRPO CUS Score: 4.88. Result ID: 6a0c5aaefbc373592c03e1bb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### PPO CUS Score: 4.83. Result ID: 6a0c5aaefbc373592c03e1c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### GRPO CUS Score: 4.81. Result ID: 6a0c5aaefbc373592c03e1bf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-1.5B-Instruct"}. This record does not assert independent reproduction. ### GRPO CUS Score: 4.8. Result ID: 6a0c5aaefbc373592c03e1c3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### PPO CUS Score: 4.77. Result ID: 6a0c5aaefbc373592c03e1be. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-1.5B-Instruct"}. This record does not assert independent reproduction. ### PPO CUS Score: 4.71. Result ID: 6a0c5aaefbc373592c03e1ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### w/o RL CUS Score: 4.04. Result ID: 6a0c5aaefbc373592c03e1b9. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### w/o RL CUS Score: 3.38. Result ID: 6a0c5aaefbc373592c03e1c1. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### w/o RL CUS Score: 3.21. Result ID: 6a0c5aaefbc373592c03e1bd. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-1.5B-Instruct"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.