# Paraphrase Evaluation on Quiz design dataset Source: [Paraphrase Evaluation on Quiz design dataset]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:57:40.489Z Evaluation of model performance on the Quiz design dataset for paraphrase assessment, typically measured using correlation metrics like Pearson and Spearman. 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 | Paraphrase Evaluation | | Dataset (including any stated split) | Quiz design dataset | | Metric | Pearson Correlation | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 31 of 31 | | 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 - [Pearson Correlation](): Higher is better; unit: SCALAR. - [Spearman Correlation](): Higher is better; unit: SCALAR. ## Recorded results | Method | Pearson Correlation | Result date | Report paper | | --- | --- | --- | --- | | BLEURT | 0.5019 | Not recorded | 68fa6f801e209131cea4605f | | MoverScore | 0.4953 | Not recorded | 68fa6f801e209131cea4605f | | BLEURT | 0.4803 | Not recorded | 68fa6f801e209131cea4605f | | BLEURT | 0.4739 | Not recorded | 68fa6f801e209131cea4605f | | MoverScore | 0.4693 | Not recorded | 68fa6f801e209131cea4605f | | BLEURT | 0.4656 | Not recorded | 68fa6f801e209131cea4605f | | MoverScore | 0.4383 | Not recorded | 68fa6f801e209131cea4605f | | MoverScore | 0.4297 | Not recorded | 68fa6f801e209131cea4605f | | BLEURT | 0.4287 | Not recorded | 68fa6f801e209131cea4605f | | METEOR | 0.4116 | Not recorded | 68fa6f801e209131cea4605f | | BERTScore | 0.4033 | Not recorded | 68fa6f801e209131cea4605f | | METEOR | 0.3877 | Not recorded | 68fa6f801e209131cea4605f | | BERTScore | 0.3877 | Not recorded | 68fa6f801e209131cea4605f | | MoverScore | 0.3835 | Not recorded | 68fa6f801e209131cea4605f | | ROUGE-L | 0.3799 | Not recorded | 68fa6f801e209131cea4605f | | BERTScore | 0.3634 | Not recorded | 68fa6f801e209131cea4605f | | BLEU-4 | 0.363 | Not recorded | 68fa6f801e209131cea4605f | | BERTScore | 0.3556 | Not recorded | 68fa6f801e209131cea4605f | | BERTScore | 0.3552 | Not recorded | 68fa6f801e209131cea4605f | | METEOR | 0.348 | Not recorded | 68fa6f801e209131cea4605f | | ROUGE-L | 0.3447 | Not recorded | 68fa6f801e209131cea4605f | | METEOR | 0.3447 | Not recorded | 68fa6f801e209131cea4605f | | ROUGE-L | 0.3325 | Not recorded | 68fa6f801e209131cea4605f | | ROUGE-L | 0.3241 | Not recorded | 68fa6f801e209131cea4605f | | BLEU-4 | 0.3162 | Not recorded | 68fa6f801e209131cea4605f | | METEOR | 0.2968 | Not recorded | 68fa6f801e209131cea4605f | | RQUGE | 0.2932 | Not recorded | 68fa6f801e209131cea4605f | | ROUGE-L | 0.2908 | Not recorded | 68fa6f801e209131cea4605f | | BLEU-4 | 0.2782 | Not recorded | 68fa6f801e209131cea4605f | | BLEU-4 | 0.2443 | Not recorded | 68fa6f801e209131cea4605f | | BLEU-4 | 0.2028 | Not recorded | 68fa6f801e209131cea4605f | ### BLEURT Pearson Correlation: 0.5019. Result ID: 6990dbca3a6c31484903d2dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"ChatGPT","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### MoverScore Pearson Correlation: 0.4953. Result ID: 6990dbca3a6c31484903d2d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"ChatGPT","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### BLEURT Pearson Correlation: 0.4803. Result ID: 6990dbca3a6c31484903d2dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"3-shot"}. This record does not assert independent reproduction. ### BLEURT Pearson Correlation: 0.4739. Result ID: 6990dbca3a6c31484903d2d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"SRE"}. This record does not assert independent reproduction. ### MoverScore Pearson Correlation: 0.4693. Result ID: 6990dbca3a6c31484903d2d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"3-shot"}. This record does not assert independent reproduction. ### BLEURT Pearson Correlation: 0.4656. Result ID: 6990dbca3a6c31484903d2db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### MoverScore Pearson Correlation: 0.4383. Result ID: 6990dbca3a6c31484903d2d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"SRE"}. This record does not assert independent reproduction. ### MoverScore Pearson Correlation: 0.4297. Result ID: 6990dbca3a6c31484903d2d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### BLEURT Pearson Correlation: 0.4287. Result ID: 6990dbca3a6c31484903d2da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"HRQ-VAE"}. This record does not assert independent reproduction. ### METEOR Pearson Correlation: 0.4116. Result ID: 6990dbca3a6c31484903d2ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"ChatGPT","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### BERTScore Pearson Correlation: 0.4033. Result ID: 6990dbca3a6c31484903d2d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"ChatGPT","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### METEOR Pearson Correlation: 0.3877. Result ID: 6990dbca3a6c31484903d2cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"3-shot"}. This record does not assert independent reproduction. ### BERTScore Pearson Correlation: 0.3877. Result ID: 6990dbca3a6c31484903d2d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"3-shot"}. This record does not assert independent reproduction. ### MoverScore Pearson Correlation: 0.3835. Result ID: 6990dbca3a6c31484903d2d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"HRQ-VAE"}. This record does not assert independent reproduction. ### ROUGE-L Pearson Correlation: 0.3799. Result ID: 6990dbca3a6c31484903d2c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"ChatGPT","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### BERTScore Pearson Correlation: 0.3634. Result ID: 6990dbca3a6c31484903d2d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"HRQ-VAE"}. This record does not assert independent reproduction. ### BLEU-4 Pearson Correlation: 0.363. Result ID: 6990dbca3a6c31484903d2c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"ChatGPT","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### BERTScore Pearson Correlation: 0.3556. Result ID: 6990dbca3a6c31484903d2cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"SRE"}. This record does not assert independent reproduction. ### BERTScore Pearson Correlation: 0.3552. Result ID: 6990dbca3a6c31484903d2d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### METEOR Pearson Correlation: 0.348. Result ID: 6990dbca3a6c31484903d2cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### ROUGE-L Pearson Correlation: 0.3447. Result ID: 6990dbca3a6c31484903d2c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"3-shot"}. This record does not assert independent reproduction. ### METEOR Pearson Correlation: 0.3447. Result ID: 6990dbca3a6c31484903d2ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"SRE"}. This record does not assert independent reproduction. ### ROUGE-L Pearson Correlation: 0.3325. Result ID: 6990dbca3a6c31484903d2c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"HRQ-VAE"}. This record does not assert independent reproduction. ### ROUGE-L Pearson Correlation: 0.3241. Result ID: 6990dbca3a6c31484903d2c6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### BLEU-4 Pearson Correlation: 0.3162. Result ID: 6990dbca3a6c31484903d2c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"3-shot"}. This record does not assert independent reproduction. ### METEOR Pearson Correlation: 0.2968. Result ID: 6990dbca3a6c31484903d2cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"HRQ-VAE"}. This record does not assert independent reproduction. ### RQUGE Pearson Correlation: 0.2932. Result ID: 6990dbca3a6c31484903d2c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"SRE"}. This record does not assert independent reproduction. ### ROUGE-L Pearson Correlation: 0.2908. Result ID: 6990dbca3a6c31484903d2c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"SRE"}. This record does not assert independent reproduction. ### BLEU-4 Pearson Correlation: 0.2782. Result ID: 6990dbca3a6c31484903d2c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"GPT-3","Shot-count":"0-shot"}. This record does not assert independent reproduction. ### BLEU-4 Pearson Correlation: 0.2443. Result ID: 6990dbca3a6c31484903d2c0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"MRE","Reference Generator":"HRQ-VAE"}. This record does not assert independent reproduction. ### BLEU-4 Pearson Correlation: 0.2028. Result ID: 6990dbca3a6c31484903d2bf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Strategy":"SRE"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.