# Dimensional Aspect Sentiment Quad Prediction on Japanese Hotel (dev) Source: [Dimensional Aspect Sentiment Quad Prediction on Japanese Hotel (dev)]() Collection index: [llms.txt]() Data updated: 2026-03-06T08:20:03.654Z Evaluation of Dimensional Aspect Sentiment Quad Prediction performance on the development split of the Japanese Hotel dataset, measured using cF1. 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 Quad Prediction | | Dataset (including any stated split) | Japanese Hotel (dev) | | Metric | cF1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 1 of 1 | | 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 - [cF1](): Higher is better; unit: PERCENT. ## Recorded results | Method | cF1 | Result date | Report paper | | --- | --- | --- | --- | | AILS-NTUA | 42.18 | Not recorded | 69aa5f702d603e6de3e41801 | ### AILS-NTUA cF1: 42.18. Result ID: 69aa8e306dbb7075b9543eaf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen 2.5 14B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.