# Image Classification on CIFAR100 (test) (R@1)

Source: [Image Classification on CIFAR100 (test) (R@1)](<https://www.sota2.com/research/sota/image-classification-on-cifar100-test-r-at-1>)

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

Data updated: 2026-02-26T05:59:25.935Z

Evaluation of Image Classification performance on the CIFAR-100 test set, reporting Rank 1 Recall (R@1).

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 Classification |
| Dataset (including any stated split) | CIFAR100 (test) |
| Metric | R@1 |
| 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

- [R@1](<https://www.sota2.com/research/sota/image-classification-on-cifar100-test-r-at-1.md?metric=R%401>): Higher is better; unit: PERCENT.

## Recorded results

| Method | R@1 | Result date | Report paper |
| --- | --- | --- | --- |
| CyCLIPs | 22.05 | Not recorded | 68fa70e91e209131cea4def1 |
| CyCLIPn | 19.82 | Not recorded | 68fa70e91e209131cea4def1 |
| CLIPn | 17.93 | Not recorded | 68fa70e91e209131cea4def1 |
| CyCLIP | 17.44 | Not recorded | 68fa70e91e209131cea4def1 |
| CLIP | 13.23 | Not recorded | 68fa70e91e209131cea4def1 |
| CLIPs | 10.72 | Not recorded | 68fa70e91e209131cea4def1 |

### CyCLIPs

R@1: 22.05. Result ID: 69917d843a6c314849087f0f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70e91e209131cea4def1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70e91e209131cea4def1.md>)

Recorded evaluation configuration: {"mode":"zero-shot","sentence\_embedding":"supervised"}. This record does not assert independent reproduction.

### CyCLIPn

R@1: 19.82. Result ID: 69917d843a6c314849087f0e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70e91e209131cea4def1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70e91e209131cea4def1.md>)

Recorded evaluation configuration: {"mode":"zero-shot","sentence\_embedding":"unsupervised"}. This record does not assert independent reproduction.

### CLIPn

R@1: 17.93. Result ID: 69917d843a6c314849087f0b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70e91e209131cea4def1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70e91e209131cea4def1.md>)

Recorded evaluation configuration: {"mode":"zero-shot","sentence\_embedding":"unsupervised"}. This record does not assert independent reproduction.

### CyCLIP

R@1: 17.44. Result ID: 69917d843a6c314849087f0d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70e91e209131cea4def1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc51e209131cea3c046.md>)

[Implementation](<https://github.com/goel-shashank/CyCLIP>)

Recorded evaluation configuration: {"mode":"zero-shot"}. This record does not assert independent reproduction.

### CLIP

R@1: 13.23. Result ID: 69917d843a6c314849087f0a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70e91e209131cea4def1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69581e209131cea21ad0.md>)

[Implementation](<https://github.com/OpenAI/CLIP>)

Recorded evaluation configuration: {"mode":"zero-shot"}. This record does not assert independent reproduction.

### CLIPs

R@1: 10.72. Result ID: 69917d843a6c314849087f0c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70e91e209131cea4def1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70e91e209131cea4def1.md>)

Recorded evaluation configuration: {"mode":"zero-shot","sentence\_embedding":"supervised"}. This record does not assert independent reproduction.

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