# Clustering on Yale r=0.5

Source: [Clustering on Yale r=0.5](<https://www.sota2.com/research/sota/clustering-on-yale-r-0-5>)

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

Data updated: 2026-02-26T05:21:35.562Z

Evaluation of Clustering performance on the Yale dataset subset defined by r=0.5, 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=0.5 |
| Metric | ACC |
| 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

- [ACC](<https://www.sota2.com/research/sota/clustering-on-yale-r-0-5.md?metric=ACC>): Higher is better; unit: PERCENT.

- [NMI](<https://www.sota2.com/research/sota/clustering-on-yale-r-0-5.md?metric=NMI>): Higher is better; unit: PERCENT.

- [ARI](<https://www.sota2.com/research/sota/clustering-on-yale-r-0-5.md?metric=ARI>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ACC | Result date | Report paper |
| --- | --- | --- | --- |
| FreeCSL | 60 | Not recorded | 68fa789f1e209131cea79676 |
| ProImp | 55.96 | Not recorded | 68fa789f1e209131cea79676 |
| CPM-Nets | 53.34 | Not recorded | 68fa789f1e209131cea79676 |
| ICMVC | 46.67 | Not recorded | 68fa789f1e209131cea79676 |
| SURE | 34.3 | Not recorded | 68fa789f1e209131cea79676 |
| DIVIDE | 32.12 | Not recorded | 68fa789f1e209131cea79676 |
| DIMVC | 21.76 | Not recorded | 68fa789f1e209131cea79676 |
| COMPLETER | 16.97 | Not recorded | 68fa789f1e209131cea79676 |

### FreeCSL

ACC: 60. Result ID: 699596143badfaffe690e9a2.

[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":"0.5"}. This record does not assert independent reproduction.

### ProImp

ACC: 55.96. Result ID: 699596143badfaffe690e99f.

[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":"0.5"}. This record does not assert independent reproduction.

### CPM-Nets

ACC: 53.34. Result ID: 699596143badfaffe690e99b.

[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":"0.5"}. This record does not assert independent reproduction.

### ICMVC

ACC: 46.67. Result ID: 699596143badfaffe690e9a0.

[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":"0.5"}. This record does not assert independent reproduction.

### SURE

ACC: 34.3. Result ID: 699596143badfaffe690e99e.

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

Recorded evaluation configuration: {"missing rate":"0.5"}. This record does not assert independent reproduction.

### DIVIDE

ACC: 32.12. Result ID: 699596143badfaffe690e9a1.

[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":"0.5"}. This record does not assert independent reproduction.

### DIMVC

ACC: 21.76. Result ID: 699596143badfaffe690e99d.

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

Recorded evaluation configuration: {"missing rate":"0.5"}. This record does not assert independent reproduction.

### COMPLETER

ACC: 16.97. Result ID: 699596143badfaffe690e99c.

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

Recorded evaluation configuration: {"missing rate":"0.5"}. This record does not assert independent reproduction.

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