# Dialogue Generation on 4 dialogue datasets Aggregate (test val) Source: [Dialogue Generation on 4 dialogue datasets Aggregate (test val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:49.838Z Evaluation of Dialogue Generation performance across an aggregate test/validation set comprising four distinct dialogue datasets, measured using Dialogue Average F1 score. 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) | 4 dialogue datasets Aggregate (test val) | | Metric | Dialogue Avg F1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [Dialogue Avg F1](): Higher is better; unit: PERCENT. ## Recorded results | Method | Dialogue Avg F1 | Result date | Report paper | | --- | --- | --- | --- | | OPT | 12.9 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO + UL | 12.5 | Not recorded | 68fa6e421e209131cea3ec45 | | OPT | 12.4 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO + UL | 11.6 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO | 11.5 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO | 11.5 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO + UL+ | 11.1 | Not recorded | 68fa6e421e209131cea3ec45 | | OPT | 10.2 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO | 9.4 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO + UL+ | 8.5 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO + UL | 8 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO + DPD+ | 7.3 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO + DPD+ | 7.1 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO + DPD+ | 6.9 | Not recorded | 68fa6e421e209131cea3ec45 | | NEO + UL+ | 2.6 | Not recorded | 68fa6e421e209131cea3ec45 | ### OPT Dialogue Avg F1: 12.9. Result ID: 699020e03a6c314849fe4e48. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"2.7B","Epoch":null}. This record does not assert independent reproduction. ### NEO + UL Dialogue Avg F1: 12.5. Result ID: 699020e03a6c314849fe4e4b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"2.7B","Epoch":5.4}. This record does not assert independent reproduction. ### OPT Dialogue Avg F1: 12.4. Result ID: 699020e03a6c314849fe4e43. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"1.3B","Epoch":null}. This record does not assert independent reproduction. ### NEO + UL Dialogue Avg F1: 11.6. Result ID: 699020e03a6c314849fe4e46. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"1.3B","Epoch":8}. This record does not assert independent reproduction. ### NEO Dialogue Avg F1: 11.5. Result ID: 699020e03a6c314849fe4e44. [Reporting paper]() Recorded evaluation configuration: {"Params":"1.3B","Epoch":null}. This record does not assert independent reproduction. ### NEO Dialogue Avg F1: 11.5. Result ID: 699020e03a6c314849fe4e49. [Reporting paper]() Recorded evaluation configuration: {"Params":"2.7B","Epoch":null}. This record does not assert independent reproduction. ### NEO + UL+ Dialogue Avg F1: 11.1. Result ID: 699020e03a6c314849fe4e4c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"2.7B","Epoch":10.8}. This record does not assert independent reproduction. ### OPT Dialogue Avg F1: 10.2. Result ID: 699020e03a6c314849fe4e3e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"125M","Epoch":null}. This record does not assert independent reproduction. ### NEO Dialogue Avg F1: 9.4. Result ID: 699020e03a6c314849fe4e3f. [Reporting paper]() Recorded evaluation configuration: {"Params":"125M","Epoch":null}. This record does not assert independent reproduction. ### NEO + UL+ Dialogue Avg F1: 8.5. Result ID: 699020e03a6c314849fe4e47. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"1.3B","Epoch":13.8}. This record does not assert independent reproduction. ### NEO + UL Dialogue Avg F1: 8. Result ID: 699020e03a6c314849fe4e41. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"125M","Epoch":11}. This record does not assert independent reproduction. ### NEO + DPD+ Dialogue Avg F1: 7.3. Result ID: 699020e03a6c314849fe4e40. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"125M","Epoch":null}. This record does not assert independent reproduction. ### NEO + DPD+ Dialogue Avg F1: 7.1. Result ID: 699020e03a6c314849fe4e45. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"1.3B","Epoch":null}. This record does not assert independent reproduction. ### NEO + DPD+ Dialogue Avg F1: 6.9. Result ID: 699020e03a6c314849fe4e4a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"2.7B","Epoch":null}. This record does not assert independent reproduction. ### NEO + UL+ Dialogue Avg F1: 2.6. Result ID: 699020e03a6c314849fe4e42. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"125M","Epoch":17.2}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.