# Dimensional Aspect Sentiment Regression on Subtask 1 English Laptop (test)

Source: [Dimensional Aspect Sentiment Regression on Subtask 1 English Laptop (test)](<https://www.sota2.com/research/sota/dimensional-aspect-sentiment-regression-on-subtask-1-english-laptop-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-07-07T08:47:50.834Z

Evaluation of Dimensional Aspect Sentiment Regression performance on the test split of the Subtask 1 English Laptop dataset, measured using RMSE.

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) | Subtask 1 English Laptop (test) |
| Metric | RMSE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 3 of 3 |
| 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](<https://www.sota2.com/research/sota/dimensional-aspect-sentiment-regression-on-subtask-1-english-laptop-test.md?metric=RMSE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | RMSE | Result date | Report paper |
| --- | --- | --- | --- |
| Our Final System | 1.33 | Not recorded | 6a4c881485dba69fef8b27cb |
| Baseline (Kimi-K2 Thinking) | 2.18 | Not recorded | 6a4c881485dba69fef8b27cb |
| Baseline (Qwen-3 14B) | 2.8 | Not recorded | 6a4c881485dba69fef8b27cb |

### Our Final System

RMSE: 1.33. Result ID: 6a4cbd1d60b88bb339c8d9c7.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c881485dba69fef8b27cb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4c881485dba69fef8b27cb.md>)

Recorded evaluation configuration: {"Language":"English","Domain":"Laptop"}. This record does not assert independent reproduction.

### Baseline (Kimi-K2 Thinking)

RMSE: 2.18. Result ID: 6a4cbd1d60b88bb339c8d9c8.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c881485dba69fef8b27cb.md>)

Recorded evaluation configuration: {"Language":"English","Domain":"Laptop"}. This record does not assert independent reproduction.

### Baseline (Qwen-3 14B)

RMSE: 2.8. Result ID: 6a4cbd1d60b88bb339c8d9c9.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c881485dba69fef8b27cb.md>)

Recorded evaluation configuration: {"Language":"English","Domain":"Laptop"}. This record does not assert independent reproduction.

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