# Action Prediction on Mini-grid 3x3

Source: [Action Prediction on Mini-grid 3x3](<https://www.sota2.com/research/sota/action-prediction-on-mini-grid-3x3>)

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

Data updated: 2026-06-08T06:42:05.946Z

Evaluation of Action Prediction performance on the 3x3 configuration of the MiniGrid environment, measured by Accuracy (Acc. (%)), Expected Calibration Error (ECE), Brier Score (BS), and Distributional Accuracy (DA).

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 | Action Prediction |
| Dataset (including any stated split) | Mini-grid 3x3 |
| Metric | Accuracy |
| 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](<https://www.sota2.com/research/sota/action-prediction-on-mini-grid-3x3.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [ECE](<https://www.sota2.com/research/sota/action-prediction-on-mini-grid-3x3.md?metric=ECE>): Lower is better; unit: SCALAR.

- [Brier Score](<https://www.sota2.com/research/sota/action-prediction-on-mini-grid-3x3.md?metric=Brier%20Score>): Lower is better; unit: SCALAR.

- [Distributional Accuracy](<https://www.sota2.com/research/sota/action-prediction-on-mini-grid-3x3.md?metric=Distributional%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Shoaeinaeini and Harrison | 93 | Not recorded | 6a264c8a90966ade919be9ad |

### Shoaeinaeini and Harrison

Accuracy: 93. Result ID: 6a2662e6fbc373592c227654.

[Reporting paper](<https://www.sota2.com/research/paper/6a264c8a90966ade919be9ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75dc1e209131cea6a4e3.md>)

Recorded evaluation configuration: {"Grid Size":"3x3"}. This record does not assert independent reproduction.

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