# Multi-Turn Consistency on Role-playing dataset Source: [Multi-Turn Consistency on Role-playing dataset]() Collection index: [llms.txt]() Data updated: 2026-05-19T12:42:56.814Z Evaluation of model performance on multi-turn conversational consistency using the Role-playing dataset, measured by KE, KA, and PU metrics. 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 | Multi-Turn Consistency | | Dataset (including any stated split) | Role-playing dataset | | Metric | KE 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 - [KE Score](): Higher is better; unit: SCALAR. - [KA Score](): Higher is better; unit: SCALAR. - [PU Score](): Higher is better; unit: SCALAR. - [Average Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | KE Score | Result date | Report paper | | --- | --- | --- | --- | | PPR-GDE | 2.65 | Not recorded | 6a0bef08dbc836b87d82c9ae | | GRPO | 2.61 | Not recorded | 6a0bef08dbc836b87d82c9ae | | PPR-GDE | 2.57 | Not recorded | 6a0bef08dbc836b87d82c9ae | | PPO | 2.48 | Not recorded | 6a0bef08dbc836b87d82c9ae | | GRPO | 2.45 | Not recorded | 6a0bef08dbc836b87d82c9ae | | PPO | 2.42 | Not recorded | 6a0bef08dbc836b87d82c9ae | | PPR-GDE | 2.39 | Not recorded | 6a0bef08dbc836b87d82c9ae | | PPO | 2.37 | Not recorded | 6a0bef08dbc836b87d82c9ae | | GRPO | 2.33 | Not recorded | 6a0bef08dbc836b87d82c9ae | | w/o RL | 2.23 | Not recorded | 6a0bef08dbc836b87d82c9ae | | w/o RL | 2.17 | Not recorded | 6a0bef08dbc836b87d82c9ae | | w/o RL | 1.82 | Not recorded | 6a0bef08dbc836b87d82c9ae | ### PPR-GDE KE Score: 2.65. Result ID: 6a0c5aaefbc373592c03e1c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### GRPO KE Score: 2.61. Result ID: 6a0c5aaefbc373592c03e1c7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### PPR-GDE KE Score: 2.57. Result ID: 6a0c5aaefbc373592c03e1cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-1.5B-Instruct"}. This record does not assert independent reproduction. ### PPO KE Score: 2.48. Result ID: 6a0c5aaefbc373592c03e1c6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### GRPO KE Score: 2.45. Result ID: 6a0c5aaefbc373592c03e1cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### PPO KE Score: 2.42. Result ID: 6a0c5aaefbc373592c03e1ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### PPR-GDE KE Score: 2.39. Result ID: 6a0c5aaefbc373592c03e1d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### PPO KE Score: 2.37. Result ID: 6a0c5aaefbc373592c03e1ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-1.5B-Instruct"}. This record does not assert independent reproduction. ### GRPO KE Score: 2.33. Result ID: 6a0c5aaefbc373592c03e1cb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-1.5B-Instruct"}. This record does not assert independent reproduction. ### w/o RL KE Score: 2.23. Result ID: 6a0c5aaefbc373592c03e1cd. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### w/o RL KE Score: 2.17. Result ID: 6a0c5aaefbc373592c03e1c5. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### w/o RL KE Score: 1.82. Result ID: 6a0c5aaefbc373592c03e1c9. [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.