# Clustering on OutdoorScene (test)

Source: [Clustering on OutdoorScene (test)](<https://www.sota2.com/research/sota/clustering-on-outdoorscene-test>)

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

Data updated: 2026-02-26T05:32:19.931Z

Evaluation of Clustering performance on the test split of the OutdoorScene dataset, measured using Accuracy (ACC) and Normalized Mutual Information (NMI).

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 | Clustering |
| Dataset (including any stated split) | OutdoorScene (test) |
| 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/clustering-on-outdoorscene-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [NMI](<https://www.sota2.com/research/sota/clustering-on-outdoorscene-test.md?metric=NMI>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| TreeEIC | 68.27 | Not recorded | 69520aee53fdd5c36173d51f |

### TreeEIC

Accuracy: 68.27. Result ID: 69993ed25698665ec4a8cbf6.

[Reporting paper](<https://www.sota2.com/research/paper/69520aee53fdd5c36173d51f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69520aee53fdd5c36173d51f.md>)

Recorded evaluation configuration: {"Missing rate (ρ)":1}. This record does not assert independent reproduction.

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