# Task#8 on STAR

Source: [Task#8 on STAR](<https://www.sota2.com/research/sota/task-sharp-8-on-star>)

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

Data updated: 2026-04-30T07:02:28.967Z

Evaluation of model performance on the STAR dataset for Task#8, measured using ACC and CoT.

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 | Task#8 |
| Dataset (including any stated split) | STAR |
| Metric | Accuracy (ACC) |
| 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

- [Accuracy (ACC)](<https://www.sota2.com/research/sota/task-sharp-8-on-star.md?metric=Accuracy%20(ACC)>): Higher is better; unit: PERCENT.

- [CoT Score](<https://www.sota2.com/research/sota/task-sharp-8-on-star.md?metric=CoT%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy (ACC) | Result date | Report paper |
| --- | --- | --- | --- |
| KGRPO | 82.13 | Not recorded | 69004df73ef7ccd74e5e2a7f |

### KGRPO

Accuracy (ACC): 82.13. Result ID: 69f2fdf547f34ce924d8e1b2.

[Reporting paper](<https://www.sota2.com/research/paper/69004df73ef7ccd74e5e2a7f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69004df73ef7ccd74e5e2a7f.md>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-VL-7B","Settings":"S2"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.