# Human Move Prediction on 12,000 balanced bullet decision points Overall

Source: [Human Move Prediction on 12,000 balanced bullet decision points Overall](<https://www.sota2.com/research/sota/human-move-prediction-on-12-000-balanced-bullet-decision-points-overall>)

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

Data updated: 2026-04-01T08:42:41.982Z

Evaluation of model performance on predicting human movement using the '12,000 balanced bullet decision points Overall' dataset, typically measured by Top-1 accuracy.

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 | Human move prediction |
| Dataset (including any stated split) | 12,000 balanced bullet decision points Overall |
| Metric | Top-1 Accuracy |
| Unit | PERCENT |
| Direction | Higher 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

- [Top-1 Accuracy](<https://www.sota2.com/research/sota/human-move-prediction-on-12-000-balanced-bullet-decision-points-overall.md?metric=Top-1%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Top-1 Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| V2.2 final | 55.2 | Not recorded | 69cca69e0636e5bf4afcbc11 |
| Maia-2 blitz | 50.4 | Not recorded | 69cca69e0636e5bf4afcbc11 |
| Maia-2 rapid | 50 | Not recorded | 69cca69e0636e5bf4afcbc11 |

### V2.2 final

Top-1 Accuracy: 55.2. Result ID: 69ccda4147f34ce924b69970.

[Reporting paper](<https://www.sota2.com/research/paper/69cca69e0636e5bf4afcbc11.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cca69e0636e5bf4afcbc11.md>)

Recorded evaluation configuration: {"Input format":"full preceding move sequence"}. This record does not assert independent reproduction.

### Maia-2 blitz

Top-1 Accuracy: 50.4. Result ID: 69ccda4147f34ce924b69972.

[Reporting paper](<https://www.sota2.com/research/paper/69cca69e0636e5bf4afcbc11.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75751e209131cea68118.md>)

Recorded evaluation configuration: {"Input format":"FEN string"}. This record does not assert independent reproduction.

### Maia-2 rapid

Top-1 Accuracy: 50. Result ID: 69ccda4147f34ce924b69971.

[Reporting paper](<https://www.sota2.com/research/paper/69cca69e0636e5bf4afcbc11.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75751e209131cea68118.md>)

Recorded evaluation configuration: {"Input format":"FEN string"}. This record does not assert independent reproduction.

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