# Clustering on Yale (r=0.1)

Source: [Clustering on Yale (r=0.1)](<https://www.sota2.com/research/sota/clustering-on-yale-r-0-1>)

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

Data updated: 2026-02-26T05:30:31.781Z

Evaluation of Clustering performance on the Yale dataset subset defined by r=0.1, measured using ACC, NMI, and ARI.

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) | Yale (r=0.1) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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-yale-r-0-1.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [NMI](<https://www.sota2.com/research/sota/clustering-on-yale-r-0-1.md?metric=NMI>): Higher is better; unit: PERCENT.

- [ARI](<https://www.sota2.com/research/sota/clustering-on-yale-r-0-1.md?metric=ARI>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| FreeCSL | 62.42 | Not recorded | 68fa789f1e209131cea79676 |
| ProImp | 57.98 | Not recorded | 68fa789f1e209131cea79676 |
| DIVIDE | 55.15 | Not recorded | 68fa789f1e209131cea79676 |
| CPM-Nets | 54.24 | Not recorded | 68fa789f1e209131cea79676 |
| ICMVC | 49.7 | Not recorded | 68fa789f1e209131cea79676 |
| SURE | 42.3 | Not recorded | 68fa789f1e209131cea79676 |
| COMPLETER | 29.09 | Not recorded | 68fa789f1e209131cea79676 |
| DIMVC | 27.91 | Not recorded | 68fa789f1e209131cea79676 |

### FreeCSL

Accuracy: 62.42. Result ID: 699596143badfaffe690e992.

[Reporting paper](<https://www.sota2.com/research/paper/68fa789f1e209131cea79676.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa789f1e209131cea79676.md>)

Recorded evaluation configuration: {"missing rate":"0.1"}. This record does not assert independent reproduction.

### ProImp

Accuracy: 57.98. Result ID: 699596143badfaffe690e98f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa789f1e209131cea79676.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e791e209131cea401f2.md>)

Recorded evaluation configuration: {"missing rate":"0.1"}. This record does not assert independent reproduction.

### DIVIDE

Accuracy: 55.15. Result ID: 699596143badfaffe690e991.

[Reporting paper](<https://www.sota2.com/research/paper/68fa789f1e209131cea79676.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71e01e209131cea53836.md>)

Recorded evaluation configuration: {"missing rate":"0.1"}. This record does not assert independent reproduction.

### CPM-Nets

Accuracy: 54.24. Result ID: 699596143badfaffe690e98b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa789f1e209131cea79676.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68b81e209131cea1db7f.md>)

Recorded evaluation configuration: {"missing rate":"0.1"}. This record does not assert independent reproduction.

### ICMVC

Accuracy: 49.7. Result ID: 699596143badfaffe690e990.

[Reporting paper](<https://www.sota2.com/research/paper/68fa789f1e209131cea79676.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71721e209131cea5148f.md>)

Recorded evaluation configuration: {"missing rate":"0.1"}. This record does not assert independent reproduction.

### SURE

Accuracy: 42.3. Result ID: 699596143badfaffe690e98e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa789f1e209131cea79676.md>)

Recorded evaluation configuration: {"missing rate":"0.1"}. This record does not assert independent reproduction.

### COMPLETER

Accuracy: 29.09. Result ID: 699596143badfaffe690e98c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa789f1e209131cea79676.md>)

Recorded evaluation configuration: {"missing rate":"0.1"}. This record does not assert independent reproduction.

### DIMVC

Accuracy: 27.91. Result ID: 699596143badfaffe690e98d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa789f1e209131cea79676.md>)

Recorded evaluation configuration: {"missing rate":"0.1"}. This record does not assert independent reproduction.

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