# Attribute Prediction on CUB 312 attributes

Source: [Attribute Prediction on CUB 312 attributes](<https://www.sota2.com/research/sota/attribute-prediction-on-cub-312-attributes>)

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

Data updated: 2026-02-26T05:25:18.809Z

Evaluation of Attribute Prediction performance on the CUB 312 attributes dataset.

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 | Attribute Prediction |
| Dataset (including any stated split) | CUB 312 attributes |
| Metric | AUC (%) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [AUC (%)](<https://www.sota2.com/research/sota/attribute-prediction-on-cub-312-attributes.md?metric=AUC%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AUC (%) | Result date | Report paper |
| --- | --- | --- | --- |
| DAP | 64.8 | Not recorded | 68fa62d31e209131ce9fb5fb |
| ALE | 59.4 | Not recorded | 68fa62d31e209131ce9fb5fb |

### DAP

AUC (%): 64.8. Result ID: 698be23decace47ef55990d6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62d31e209131ce9fb5fb.md>)

Recorded evaluation configuration: {"FV dimensions":"64K"}. This record does not assert independent reproduction.

### ALE

AUC (%): 59.4. Result ID: 698be23decace47ef55990d7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62d31e209131ce9fb5fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62d31e209131ce9fb5fb.md>)

[Implementation](<https://code.google.com/p/word2vec/>)

Recorded evaluation configuration: {"FV dimensions":"64K"}. This record does not assert independent reproduction.

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