# Image Classification on CIFAR-100 (Acc@1, Acc@5)

Source: [Image Classification on CIFAR-100 (Acc@1, Acc@5)](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-acc-at-1-acc-at-5>)

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

Data updated: 2026-05-28T10:02:17.999Z

Evaluation of standard Image Classification performance on the CIFAR-100 dataset, reporting Top-1 and Top-5 accuracy.

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) | CIFAR-100 |
| Metric | Top-1 Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Top-1 Accuracy](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-acc-at-1-acc-at-5.md?metric=Top-1%20Accuracy>): Higher is better; unit: PERCENT.

- [Top-5 Accuracy](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-acc-at-1-acc-at-5.md?metric=Top-5%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Top-1 Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| NCL+TopK | 60.78 | Not recorded | 6a17cc4bdbd7150506f8153e |
| BayesNCL | 60.69 | Not recorded | 6a17cc4bdbd7150506f8153e |
| NCL | 60.67 | Not recorded | 6a17cc4bdbd7150506f8153e |
| CL | 59.72 | Not recorded | 6a17cc4bdbd7150506f8153e |

### NCL+TopK

Top-1 Accuracy: 60.78. Result ID: 6a181146fbc373592c125279.

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

Recorded evaluation configuration: {"protocol":"Linear Probe"}. This record does not assert independent reproduction.

### BayesNCL

Top-1 Accuracy: 60.69. Result ID: 6a181146fbc373592c12527a.

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

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

Recorded evaluation configuration: {"protocol":"Linear Probe"}. This record does not assert independent reproduction.

### NCL

Top-1 Accuracy: 60.67. Result ID: 6a181146fbc373592c125278.

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

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

Recorded evaluation configuration: {"protocol":"Linear Probe"}. This record does not assert independent reproduction.

### CL

Top-1 Accuracy: 59.72. Result ID: 6a181146fbc373592c125277.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa67d71e209131cea18de5.md>)

[Implementation](<https://github.com/google-research/simclr>)

Recorded evaluation configuration: {"protocol":"Linear Probe"}. This record does not assert independent reproduction.

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