# Hierarchical Clustering on ImageNet-10

Source: [Hierarchical Clustering on ImageNet-10](<https://www.sota2.com/research/sota/hierarchical-clustering-on-imagenet-10>)

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

Data updated: 2026-02-26T05:40:42.631Z

Evaluation of Hierarchical Clustering performance on the ImageNet-10 dataset, measured using Dendrogram purity.

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 | Hierarchical Clustering |
| Dataset (including any stated split) | ImageNet-10 |
| Metric | Dendrogram Purity |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Dendrogram Purity](<https://www.sota2.com/research/sota/hierarchical-clustering-on-imagenet-10.md?metric=Dendrogram%20Purity>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Dendrogram Purity | Result date | Report paper |
| --- | --- | --- | --- |
| SCC | 86 | Not recorded | 69799859a2b28e761d87cde4 |
| H-KC | 84 | Not recorded | 69799859a2b28e761d87cde4 |
| HDP | 84 | Not recorded | 69799859a2b28e761d87cde4 |
| Bisect-Kmeans | 80 | Not recorded | 69799859a2b28e761d87cde4 |
| SpecWRSC | 78 | Not recorded | 69799859a2b28e761d87cde4 |
| DIANA | 10 | Not recorded | 69799859a2b28e761d87cde4 |

### SCC

Dendrogram Purity: 86. Result ID: 69990d065698665ec472ad62.

[Reporting paper](<https://www.sota2.com/research/paper/69799859a2b28e761d87cde4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6af01e209131cea2b353.md>)

Recorded evaluation configuration: {"paradigm":"AHC"}. This record does not assert independent reproduction.

### H-KC

Dendrogram Purity: 84. Result ID: 69990d065698665ec472ad5d.

[Reporting paper](<https://www.sota2.com/research/paper/69799859a2b28e761d87cde4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69799859a2b28e761d87cde4.md>)

Recorded evaluation configuration: {"paradigm":"DHC"}. This record does not assert independent reproduction.

### HDP

Dendrogram Purity: 84. Result ID: 69990d065698665ec472ad61.

[Reporting paper](<https://www.sota2.com/research/paper/69799859a2b28e761d87cde4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71f41e209131cea53bf0.md>)

Recorded evaluation configuration: {"paradigm":"DHC"}. This record does not assert independent reproduction.

### Bisect-Kmeans

Dendrogram Purity: 80. Result ID: 69990d065698665ec472ad5e.

[Reporting paper](<https://www.sota2.com/research/paper/69799859a2b28e761d87cde4.md>)

Recorded evaluation configuration: {"paradigm":"DHC"}. This record does not assert independent reproduction.

### SpecWRSC

Dendrogram Purity: 78. Result ID: 69990d065698665ec472ad60.

[Reporting paper](<https://www.sota2.com/research/paper/69799859a2b28e761d87cde4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fc91e209131cea4767d.md>)

Recorded evaluation configuration: {"paradigm":"DHC"}. This record does not assert independent reproduction.

### DIANA

Dendrogram Purity: 10. Result ID: 69990d065698665ec472ad5f.

[Reporting paper](<https://www.sota2.com/research/paper/69799859a2b28e761d87cde4.md>)

Recorded evaluation configuration: {"paradigm":"DHC"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.