# Dimensional Aspect Sentiment Regression on Lee et al. 1.0 (test) Source: [Dimensional Aspect Sentiment Regression on Lee et al. 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-06T08:20:04.224Z Evaluation of Dimensional Aspect Sentiment Regression performance on the test split of the Lee et al. 1.0 dataset, measured using RMSE\_VA, PCC\_V, and PCC\_A. 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 | Dimensional Aspect Sentiment Regression | | Dataset (including any stated split) | Lee et al. 1.0 (test) | | Metric | RMSE\_VA | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 10 of 10 | | 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 - [RMSE\_VA](): Lower is better; unit: SCALAR. - [PCC\_V](): Higher is better; unit: SCALAR. - [PCC\_A](): Higher is better; unit: SCALAR. ## Recorded results | Method | RMSE\_VA | Result date | Report paper | | --- | --- | --- | --- | | AILS-NTUA | 0.5425 | Not recorded | 69aa5f702d603e6de3e41801 | | AILS-NTUA | 0.7457 | Not recorded | 69aa5f702d603e6de3e41801 | | AILS-NTUA | 0.7484 | Not recorded | 69aa5f702d603e6de3e41801 | | AILS-NTUA | 0.9635 | Not recorded | 69aa5f702d603e6de3e41801 | | AILS-NTUA | 1.0023 | Not recorded | 69aa5f702d603e6de3e41801 | | AILS-NTUA | 1.3933 | Not recorded | 69aa5f702d603e6de3e41801 | | AILS-NTUA | 1.4401 | Not recorded | 69aa5f702d603e6de3e41801 | | AILS-NTUA | 1.6724 | Not recorded | 69aa5f702d603e6de3e41801 | | AILS-NTUA | 1.7236 | Not recorded | 69aa5f702d603e6de3e41801 | | AILS-NTUA | 2.1144 | Not recorded | 69aa5f702d603e6de3e41801 | ### AILS-NTUA RMSE\_VA: 0.5425. Result ID: 69aa8e306dbb7075b9543f3b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language":"ZHO","Domain":"Finance"}. This record does not assert independent reproduction. ### AILS-NTUA RMSE\_VA: 0.7457. Result ID: 69aa8e306dbb7075b9543f3c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language":"ZHO","Domain":"Laptop"}. This record does not assert independent reproduction. ### AILS-NTUA RMSE\_VA: 0.7484. Result ID: 69aa8e306dbb7075b9543f42. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language":"JPN","Domain":"Hotel"}. This record does not assert independent reproduction. ### AILS-NTUA RMSE\_VA: 0.9635. Result ID: 69aa8e306dbb7075b9543f41. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language":"JPN","Domain":"Finance"}. This record does not assert independent reproduction. ### AILS-NTUA RMSE\_VA: 1.0023. Result ID: 69aa8e306dbb7075b9543f3d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language":"ZHO","Domain":"Restaurant"}. This record does not assert independent reproduction. ### AILS-NTUA RMSE\_VA: 1.3933. Result ID: 69aa8e306dbb7075b9543f3a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language":"ENG","Domain":"Restaurant"}. This record does not assert independent reproduction. ### AILS-NTUA RMSE\_VA: 1.4401. Result ID: 69aa8e306dbb7075b9543f39. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language":"ENG","Domain":"Laptop"}. This record does not assert independent reproduction. ### AILS-NTUA RMSE\_VA: 1.6724. Result ID: 69aa8e306dbb7075b9543f40. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language":"UKR","Domain":"Restaurant"}. This record does not assert independent reproduction. ### AILS-NTUA RMSE\_VA: 1.7236. Result ID: 69aa8e306dbb7075b9543f3e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language":"RUS","Domain":"Restaurant"}. This record does not assert independent reproduction. ### AILS-NTUA RMSE\_VA: 2.1144. Result ID: 69aa8e306dbb7075b9543f3f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Language":"TAT","Domain":"Restaurant"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.