# Long-form Question Answering on FetaQA (test) Source: [Long-form Question Answering on FetaQA (test)]() Collection index: [llms.txt]() Data updated: 2026-04-16T06:53:03.366Z Evaluation of model performance on the test split of the FetaQA dataset for Long-form Question Answering, measured using BLEU and ROUGE scores. 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 | Long-form Question Answering | | Dataset (including any stated split) | FetaQA (test) | | Metric | BLEU | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [BLEU](): Higher is better; unit: PERCENT. - [ROUGE-1](): Higher is better; unit: PERCENT. - [ROUGE-2](): Higher is better; unit: PERCENT. - [ROUGE-L](): Higher is better; unit: PERCENT. ## Recorded results | Method | BLEU | Result date | Report paper | | --- | --- | --- | --- | | Chain-of-Table | 32.61 | Not recorded | 68fa78541e209131cea77bf5 | | Fine-Tuning | 30.54 | Not recorded | 68fa78541e209131cea77bf5 | | Dater | 29.47 | Not recorded | 68fa78541e209131cea77bf5 | | TableMaster | 28.94 | Not recorded | 68fa78541e209131cea77bf5 | | End-to-End QA | 28.37 | Not recorded | 68fa78541e209131cea77bf5 | | End-to-End QA | 27.96 | Not recorded | 68fa78541e209131cea77bf5 | | End-to-End QA | 24.91 | Not recorded | 68fa78541e209131cea77bf5 | ### Chain-of-Table BLEU: 32.61. Result ID: 69e085c147f34ce924c932bc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PaLM 2"}. This record does not assert independent reproduction. ### Fine-Tuning BLEU: 30.54. Result ID: 69e085c147f34ce924c932b8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"T5-large"}. This record does not assert independent reproduction. ### Dater BLEU: 29.47. Result ID: 69e085c147f34ce924c932bb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"PaLM 2"}. This record does not assert independent reproduction. ### TableMaster BLEU: 28.94. Result ID: 69e085c147f34ce924c932be. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"gpt-4o"}. This record does not assert independent reproduction. ### End-to-End QA BLEU: 28.37. Result ID: 69e085c147f34ce924c932ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PaLM 2"}. This record does not assert independent reproduction. ### End-to-End QA BLEU: 27.96. Result ID: 69e085c147f34ce924c932b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Codex"}. This record does not assert independent reproduction. ### End-to-End QA BLEU: 24.91. Result ID: 69e085c147f34ce924c932bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"gpt-4o"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.