# Image Retrieval on CIFAR-100 (P@5, P@10)

Source: [Image Retrieval on CIFAR-100 (P@5, P@10)](<https://www.sota2.com/research/sota/image-retrieval-on-cifar-100-p-at-5-p-at-10>)

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

Data updated: 2026-05-28T10:02:18.041Z

Evaluation of Image Retrieval performance on the CIFAR-100 dataset, specifically reporting Precision at K=5 and K=10.

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 | Image Retrieval |
| Dataset (including any stated split) | CIFAR-100 |
| Metric | Precision@5 |
| 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

- [Precision@5](<https://www.sota2.com/research/sota/image-retrieval-on-cifar-100-p-at-5-p-at-10.md?metric=Precision%405>): Higher is better; unit: PERCENT.

- [Precision@10](<https://www.sota2.com/research/sota/image-retrieval-on-cifar-100-p-at-5-p-at-10.md?metric=Precision%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Precision@5 | Result date | Report paper |
| --- | --- | --- | --- |
| BayesNCL | 28.47 | Not recorded | 6a17cc4bdbd7150506f8153e |
| NCL+TopK | 26.79 | Not recorded | 6a17cc4bdbd7150506f8153e |
| NCL | 24.68 | Not recorded | 6a17cc4bdbd7150506f8153e |

### BayesNCL

Precision@5: 28.47. Result ID: 6a181146fbc373592c12527d.

[Reporting paper](<https://www.sota2.com/research/paper/6a17cc4bdbd7150506f8153e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a17cc4bdbd7150506f8153e.md>)

Recorded evaluation configuration: {"K dimensions":"128"}. This record does not assert independent reproduction.

### NCL+TopK

Precision@5: 26.79. Result ID: 6a181146fbc373592c12527c.

[Reporting paper](<https://www.sota2.com/research/paper/6a17cc4bdbd7150506f8153e.md>)

Recorded evaluation configuration: {"K dimensions":"128"}. This record does not assert independent reproduction.

### NCL

Precision@5: 24.68. Result ID: 6a181146fbc373592c12527b.

[Reporting paper](<https://www.sota2.com/research/paper/6a17cc4bdbd7150506f8153e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72fc1e209131cea59cae.md>)

Recorded evaluation configuration: {"K dimensions":"128"}. This record does not assert independent reproduction.

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