# Phrase Classification on Visual Genome cleansed (test)

Source: [Phrase Classification on Visual Genome cleansed (test)](<https://www.sota2.com/research/sota/phrase-classification-on-visual-genome-cleansed-test>)

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

Data updated: 2026-02-26T05:59:43.205Z

Evaluation of Phrase Classification performance on the test split of the cleansed Visual Genome dataset, measured using R@50 and R@100.

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 | Phrase Classification |
| Dataset (including any stated split) | Visual Genome cleansed (test) |
| Metric | R@50 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [R@50](<https://www.sota2.com/research/sota/phrase-classification-on-visual-genome-cleansed-test.md?metric=R%4050>): Higher is better; unit: PERCENT.

- [R@100](<https://www.sota2.com/research/sota/phrase-classification-on-visual-genome-cleansed-test.md?metric=R%40100>): Higher is better; unit: PERCENT.

## Recorded results

| Method | R@50 | Result date | Report paper |
| --- | --- | --- | --- |
| MSDN | 24.34 | Not recorded | 68fa63a51e209131cea000d9 |
| ISGG | 18.77 | Not recorded | 68fa63a51e209131cea000d9 |
| LP | 10.11 | Not recorded | 68fa63a51e209131cea000d9 |

### MSDN

R@50: 24.34. Result ID: 698bfe94f729bc7f68e765ce.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63a51e209131cea000d9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63a51e209131cea000d9.md>)

[Implementation](<https://github.com/yikang-li/MSDN>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ISGG

R@50: 18.77. Result ID: 698bfe94f729bc7f68e765cd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63a51e209131cea000d9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa634d1e209131ce9fde50.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LP

R@50: 10.11. Result ID: 698bfe94f729bc7f68e765cc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63a51e209131cea000d9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62a51e209131ce9fa864.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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