# Open-ended Question Answering on ANTIQUE (S5) Source: [Open-ended Question Answering on ANTIQUE (S5)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:53.648Z Evaluation of model performance on the ANTIQUE (S5) dataset for Open-ended Question Answering capabilities. 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 | Open-ended Question Answering | | Dataset (including any stated split) | ANTIQUE (S5) | | Metric | Kendall's Tau (K) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 - [Kendall's Tau (K)](): Higher is better; unit: SCALAR. - [Spearman's Rho (S)](): Higher is better; unit: SCALAR. - [RBO (p=0.5)](): Higher is better; unit: SCALAR. - [RBO (p=0.9)](): Higher is better; unit: SCALAR. ## Recorded results | Method | Kendall's Tau (K) | Result date | Report paper | | --- | --- | --- | --- | | MinosEval | 65.97 | Not recorded | 68fa797f1e209131cea7dd11 | | MinosEval | 64.93 | Not recorded | 68fa797f1e209131cea7dd11 | | Pairwise | 63.53 | Not recorded | 68fa797f1e209131cea7dd11 | | Listwise | 62.55 | Not recorded | 68fa797f1e209131cea7dd11 | | LINKAGE | 52.65 | Not recorded | 68fa797f1e209131cea7dd11 | | Pointwise | 50.36 | Not recorded | 68fa797f1e209131cea7dd11 | | BEM | 39.75 | Not recorded | 68fa797f1e209131cea7dd11 | | PEDANTS | 37.85 | Not recorded | 68fa797f1e209131cea7dd11 | | BERTScore | 29.56 | Not recorded | 68fa797f1e209131cea7dd11 | | BLEU | 26.08 | Not recorded | 68fa797f1e209131cea7dd11 | | ROUGE-L | 22.51 | Not recorded | 68fa797f1e209131cea7dd11 | ### MinosEval Kendall's Tau (K): 65.97. Result ID: 698b4feb8d67a41d0a6cfcc1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"manual\_classification":true}. This record does not assert independent reproduction. ### MinosEval Kendall's Tau (K): 64.93. Result ID: 698b4feb8d67a41d0a6cfcc0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"manual\_classification":false}. This record does not assert independent reproduction. ### Pairwise Kendall's Tau (K): 63.53. Result ID: 698b4feb8d67a41d0a6cfcbd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"type":"Naive LLM Evaluation"}. This record does not assert independent reproduction. ### Listwise Kendall's Tau (K): 62.55. Result ID: 698b4feb8d67a41d0a6cfcbe. [Reporting paper]() Recorded evaluation configuration: {"type":"Naive LLM Evaluation"}. This record does not assert independent reproduction. ### LINKAGE Kendall's Tau (K): 52.65. Result ID: 698b4feb8d67a41d0a6cfcbf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"type":"Others"}. This record does not assert independent reproduction. ### Pointwise Kendall's Tau (K): 50.36. Result ID: 698b4feb8d67a41d0a6cfcbc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"type":"Naive LLM Evaluation"}. This record does not assert independent reproduction. ### BEM Kendall's Tau (K): 39.75. Result ID: 698b4feb8d67a41d0a6cfcba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"type":"LM-based Metrics"}. This record does not assert independent reproduction. ### PEDANTS Kendall's Tau (K): 37.85. Result ID: 698b4feb8d67a41d0a6cfcbb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"type":"LM-based Metrics"}. This record does not assert independent reproduction. ### BERTScore Kendall's Tau (K): 29.56. Result ID: 698b4feb8d67a41d0a6cfcb9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"type":"LM-based Metrics"}. This record does not assert independent reproduction. ### BLEU Kendall's Tau (K): 26.08. Result ID: 698b4feb8d67a41d0a6cfcb7. [Reporting paper]() Recorded evaluation configuration: {"type":"Automatic Metrics"}. This record does not assert independent reproduction. ### ROUGE-L Kendall's Tau (K): 22.51. Result ID: 698b4feb8d67a41d0a6cfcb8. [Reporting paper]() Recorded evaluation configuration: {"type":"Automatic Metrics"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.