# Dialogue Generation on Proposed Multi-scenario Dataset 1.0 (test) Source: [Dialogue Generation on Proposed Multi-scenario Dataset 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:26:54.056Z Evaluation of Dialogue Generation performance on the test split of the Proposed Multi-scenario Dataset 1.0, measured using accuracy metrics (Acc T, Acc C, Acc P, Acc D). 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 | Dialogue Generation | | Dataset (including any stated split) | Proposed Multi-scenario Dataset 1.0 (test) | | Metric | Acc T | | Unit | PERCENT | | 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 - [Acc T](): Higher is better; unit: PERCENT. - [Acc C](): Higher is better; unit: PERCENT. - [Acc P](): Higher is better; unit: PERCENT. - [Acc D](): Higher is better; unit: PERCENT. ## Recorded results | Method | Acc T | Result date | Report paper | | --- | --- | --- | --- | | SGM | 86.37 | Not recorded | 68fa771f1e209131cea7135b | | CoT+SOP | 82.09 | Not recorded | 68fa771f1e209131cea7135b | | SGM | 78.35 | Not recorded | 68fa771f1e209131cea7135b | | SGM | 77.83 | Not recorded | 68fa771f1e209131cea7135b | | SGM | 76.52 | Not recorded | 68fa771f1e209131cea7135b | | CoT+SOP | 74.25 | Not recorded | 68fa771f1e209131cea7135b | | CoT | 69.64 | Not recorded | 68fa771f1e209131cea7135b | | CoT | 68.57 | Not recorded | 68fa771f1e209131cea7135b | | CoT | 65.43 | Not recorded | 68fa771f1e209131cea7135b | | CoT+SOP | 63.24 | Not recorded | 68fa771f1e209131cea7135b | | SGM | 61.76 | Not recorded | 68fa771f1e209131cea7135b | | CoT+SOP | 55.64 | Not recorded | 68fa771f1e209131cea7135b | | CoT+SOP | 52.24 | Not recorded | 68fa771f1e209131cea7135b | | CoT | 50.47 | Not recorded | 68fa771f1e209131cea7135b | | CoT | 48.57 | Not recorded | 68fa771f1e209131cea7135b | | SGM | 46.85 | Not recorded | 68fa771f1e209131cea7135b | | CoT+SOP | 38.72 | Not recorded | 68fa771f1e209131cea7135b | | CoT | 31.79 | Not recorded | 68fa771f1e209131cea7135b | ### SGM Acc T: 86.37. Result ID: 6994758b3a6c3148491d63c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-4o"}. This record does not assert independent reproduction. ### CoT+SOP Acc T: 82.09. Result ID: 6994758b3a6c3148491d63c0. [Reporting paper]() Recorded evaluation configuration: {"Model":"GPT-4o"}. This record does not assert independent reproduction. ### SGM Acc T: 78.35. Result ID: 6994758b3a6c3148491d63d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3-70b"}. This record does not assert independent reproduction. ### SGM Acc T: 77.83. Result ID: 6994758b3a6c3148491d63cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen1.5-72b"}. This record does not assert independent reproduction. ### SGM Acc T: 76.52. Result ID: 6994758b3a6c3148491d63c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-3.5"}. This record does not assert independent reproduction. ### CoT+SOP Acc T: 74.25. Result ID: 6994758b3a6c3148491d63cc. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen1.5-72b"}. This record does not assert independent reproduction. ### CoT Acc T: 69.64. Result ID: 6994758b3a6c3148491d63bf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-4o"}. This record does not assert independent reproduction. ### CoT Acc T: 68.57. Result ID: 6994758b3a6c3148491d63cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen1.5-72b"}. This record does not assert independent reproduction. ### CoT Acc T: 65.43. Result ID: 6994758b3a6c3148491d63ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3-70b"}. This record does not assert independent reproduction. ### CoT+SOP Acc T: 63.24. Result ID: 6994758b3a6c3148491d63c3. [Reporting paper]() Recorded evaluation configuration: {"Model":"GPT-3.5"}. This record does not assert independent reproduction. ### SGM Acc T: 61.76. Result ID: 6994758b3a6c3148491d63c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen1.5-14b"}. This record does not assert independent reproduction. ### CoT+SOP Acc T: 55.64. Result ID: 6994758b3a6c3148491d63c6. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen1.5-14b"}. This record does not assert independent reproduction. ### CoT+SOP Acc T: 52.24. Result ID: 6994758b3a6c3148491d63cf. [Reporting paper]() Recorded evaluation configuration: {"Model":"Llama3-70b"}. This record does not assert independent reproduction. ### CoT Acc T: 50.47. Result ID: 6994758b3a6c3148491d63c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen1.5-14b"}. This record does not assert independent reproduction. ### CoT Acc T: 48.57. Result ID: 6994758b3a6c3148491d63c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-3.5"}. This record does not assert independent reproduction. ### SGM Acc T: 46.85. Result ID: 6994758b3a6c3148491d63ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3-8b"}. This record does not assert independent reproduction. ### CoT+SOP Acc T: 38.72. Result ID: 6994758b3a6c3148491d63c9. [Reporting paper]() Recorded evaluation configuration: {"Model":"Llama3-8b"}. This record does not assert independent reproduction. ### CoT Acc T: 31.79. Result ID: 6994758b3a6c3148491d63c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3-8b"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.