# Human-AI Evaluation on WallGo (Empty Mode)

Source: [Human-AI Evaluation on WallGo (Empty Mode)](<https://www.sota2.com/research/sota/human-ai-evaluation-on-wallgo-empty-mode>)

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

Data updated: 2026-06-17T07:41:39.886Z

Evaluation of AI performance (WallZero) versus Human performance based on territory control metrics within the WallGo environment under Empty Mode conditions.

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-AI Evaluation |
| Dataset (including any stated split) | WallGo (Empty Mode) |
| Metric | Human Territory Count |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Human Territory Count](<https://www.sota2.com/research/sota/human-ai-evaluation-on-wallgo-empty-mode.md?metric=Human%20Territory%20Count>): Higher is better; unit: SCALAR.

- [WallZero Territory Count](<https://www.sota2.com/research/sota/human-ai-evaluation-on-wallgo-empty-mode.md?metric=WallZero%20Territory%20Count>): Higher is better; unit: SCALAR.

- [Territory Ratio (WallZero/Human)](<https://www.sota2.com/research/sota/human-ai-evaluation-on-wallgo-empty-mode.md?metric=Territory%20Ratio%20(WallZero%2FHuman)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Human Territory Count | Result date | Report paper |
| --- | --- | --- | --- |
| WallZero | 20 | Not recorded | 6a322a4dd33dfb23e783ecbc |
| WallZero | 17 | Not recorded | 6a322a4dd33dfb23e783ecbc |
| WallZero | 16 | Not recorded | 6a322a4dd33dfb23e783ecbc |
| WallZero | 12 | Not recorded | 6a322a4dd33dfb23e783ecbc |

### WallZero

Human Territory Count: 20. Result ID: 6a324f59fbc373592c2f8cdc.

[Reporting paper](<https://www.sota2.com/research/paper/6a322a4dd33dfb23e783ecbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a322a4dd33dfb23e783ecbc.md>)

Recorded evaluation configuration: {"Opponent Professional Rank":"3-dan","Human Player Color":"Blue"}. This record does not assert independent reproduction.

### WallZero

Human Territory Count: 17. Result ID: 6a324f59fbc373592c2f8cde.

[Reporting paper](<https://www.sota2.com/research/paper/6a322a4dd33dfb23e783ecbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a322a4dd33dfb23e783ecbc.md>)

Recorded evaluation configuration: {"Opponent Professional Rank":"9-dan","Human Player Color":"Blue"}. This record does not assert independent reproduction.

### WallZero

Human Territory Count: 16. Result ID: 6a324f59fbc373592c2f8cdb.

[Reporting paper](<https://www.sota2.com/research/paper/6a322a4dd33dfb23e783ecbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a322a4dd33dfb23e783ecbc.md>)

Recorded evaluation configuration: {"Opponent Professional Rank":"3-dan","Human Player Color":"Red"}. This record does not assert independent reproduction.

### WallZero

Human Territory Count: 12. Result ID: 6a324f59fbc373592c2f8cdd.

[Reporting paper](<https://www.sota2.com/research/paper/6a322a4dd33dfb23e783ecbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a322a4dd33dfb23e783ecbc.md>)

Recorded evaluation configuration: {"Opponent Professional Rank":"9-dan","Human Player Color":"Red"}. This record does not assert independent reproduction.

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