# Multi-turn Dialogue Evaluation on MT\_Bench CodaSet OOD (test) Source: [Multi-turn Dialogue Evaluation on MT\_Bench CodaSet OOD (test)]() Collection index: [llms.txt]() Data updated: 2026-05-26T11:32:40.428Z Evaluation of multi-turn dialogue capabilities using the specific Out-of-Distribution (OOD) test set derived from MT-Bench (CodaSet), reporting performance percentage and operational cost. 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 Dialogue Evaluation | | Dataset (including any stated split) | MT\_Bench CodaSet OOD (test) | | Metric | Performance (%) | | 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 - [Performance (%)](): Higher is better; unit: PERCENT. - [Relative Cost (x)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Performance (%) | Result date | Report paper | | --- | --- | --- | --- | | Qwen3-235B | 98.16 | Not recorded | 6a152945dbd7150506f7e142 | | gpt-oss-120b | 98.16 | Not recorded | 6a152945dbd7150506f7e142 | | DecoR | 98.16 | Not recorded | 6a152945dbd7150506f7e142 | | DeepSeek-V3.1 | 97.24 | Not recorded | 6a152945dbd7150506f7e142 | | DecoR | 97.24 | Not recorded | 6a152945dbd7150506f7e142 | | DeepSeek-V3.2-Exp | 95.53 | Not recorded | 6a152945dbd7150506f7e142 | | gemma-3-27b-it | 95.53 | Not recorded | 6a152945dbd7150506f7e142 | | Random Router | 95.26 | Not recorded | 6a152945dbd7150506f7e142 | | RouterDC | 95 | Not recorded | 6a152945dbd7150506f7e142 | | EmbedLLM | 94.74 | Not recorded | 6a152945dbd7150506f7e142 | | Kimi-K2-Instruct | 94.47 | Not recorded | 6a152945dbd7150506f7e142 | | LLM Router | 94.34 | Not recorded | 6a152945dbd7150506f7e142 | | MODEL-SAT | 94.21 | Not recorded | 6a152945dbd7150506f7e142 | | KNN Router | 93.95 | Not recorded | 6a152945dbd7150506f7e142 | | Mistral-3.2-24B | 93.68 | Not recorded | 6a152945dbd7150506f7e142 | | gemma-3-12b-it | 92.37 | Not recorded | 6a152945dbd7150506f7e142 | ### Qwen3-235B Performance (%): 98.16. Result ID: 6a1584d4fbc373592c0df526. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### gpt-oss-120b Performance (%): 98.16. Result ID: 6a1584d4fbc373592c0df527. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DecoR Performance (%): 98.16. Result ID: 6a1584d4fbc373592c0df532. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"gpt-oss-120b"}. This record does not assert independent reproduction. ### DeepSeek-V3.1 Performance (%): 97.24. Result ID: 6a1584d4fbc373592c0df524. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DecoR Performance (%): 97.24. Result ID: 6a1584d4fbc373592c0df531. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"DeepSeek-V3.1"}. This record does not assert independent reproduction. ### DeepSeek-V3.2-Exp Performance (%): 95.53. Result ID: 6a1584d4fbc373592c0df525. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### gemma-3-27b-it Performance (%): 95.53. Result ID: 6a1584d4fbc373592c0df528. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Random Router Performance (%): 95.26. Result ID: 6a1584d4fbc373592c0df52b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RouterDC Performance (%): 95. Result ID: 6a1584d4fbc373592c0df52e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EmbedLLM Performance (%): 94.74. Result ID: 6a1584d4fbc373592c0df52f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Kimi-K2-Instruct Performance (%): 94.47. Result ID: 6a1584d4fbc373592c0df523. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LLM Router Performance (%): 94.34. Result ID: 6a1584d4fbc373592c0df52c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MODEL-SAT Performance (%): 94.21. Result ID: 6a1584d4fbc373592c0df530. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KNN Router Performance (%): 93.95. Result ID: 6a1584d4fbc373592c0df52d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Mistral-3.2-24B Performance (%): 93.68. Result ID: 6a1584d4fbc373592c0df529. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### gemma-3-12b-it Performance (%): 92.37. Result ID: 6a1584d4fbc373592c0df52a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.