# Dimensional Aspect Sentiment Regression on JPN Hotel Source: [Dimensional Aspect Sentiment Regression on JPN Hotel]() Collection index: [llms.txt]() Data updated: 2026-03-06T08:20:03.876Z Evaluation of Dimensional Aspect Sentiment Regression performance on the JPN Hotel dataset, measured using RMSE\_VA. 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) | JPN Hotel | | Metric | RMSE (VA) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 8 of 8 | | 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. ## Recorded results | Method | RMSE (VA) | Result date | Report paper | | --- | --- | --- | --- | | GPT-OSS 120B | 0.7188 | Not recorded | 69aa5f702d603e6de3e41801 | | Kimi K2 Thinking | 1.7553 | Not recorded | 69aa5f702d603e6de3e41801 | | GPT-5 mini | 2.1607 | Not recorded | 69aa5f702d603e6de3e41801 | | Qwen 3 14B | 2.2906 | Not recorded | 69aa5f702d603e6de3e41801 | | Mistral 3 14B | 2.2999 | Not recorded | 69aa5f702d603e6de3e41801 | | Kimi K2 Thinking | 2.3294 | Not recorded | 69aa5f702d603e6de3e41801 | | Llama 3.3 70B | 2.6255 | Not recorded | 69aa5f702d603e6de3e41801 | | GPT-5 mini | 3.1406 | Not recorded | 69aa5f702d603e6de3e41801 | ### GPT-OSS 120B RMSE (VA): 0.7188. Result ID: 69aa8e306dbb7075b9543ece. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Model":"GPT-OSS 120B"}. This record does not assert independent reproduction. ### Kimi K2 Thinking RMSE (VA): 1.7553. Result ID: 69aa8e306dbb7075b9543eca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"One-shot","Model":"Kimi K2 Thinking"}. This record does not assert independent reproduction. ### GPT-5 mini RMSE (VA): 2.1607. Result ID: 69aa8e306dbb7075b9543ec9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"One-shot","Model":"GPT-5 mini"}. This record does not assert independent reproduction. ### Qwen 3 14B RMSE (VA): 2.2906. Result ID: 69aa8e306dbb7075b9543ecb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Model":"Qwen 3 14B"}. This record does not assert independent reproduction. ### Mistral 3 14B RMSE (VA): 2.2999. Result ID: 69aa8e306dbb7075b9543ecc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Model":"Mistral 3 14B"}. This record does not assert independent reproduction. ### Kimi K2 Thinking RMSE (VA): 2.3294. Result ID: 69aa8e306dbb7075b9543ec8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot","Model":"Kimi K2 Thinking"}. This record does not assert independent reproduction. ### Llama 3.3 70B RMSE (VA): 2.6255. Result ID: 69aa8e306dbb7075b9543ecd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Model":"Llama 3.3 70B"}. This record does not assert independent reproduction. ### GPT-5 mini RMSE (VA): 3.1406. Result ID: 69aa8e306dbb7075b9543ec7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot","Model":"GPT-5 mini"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.