# Image Classification on CIFAR-100 (ID Accuracy)

Source: [Image Classification on CIFAR-100 (ID Accuracy)](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-id-accuracy>)

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

Data updated: 2026-02-26T05:46:48.314Z

Evaluation of Image Classification performance on the CIFAR-100 dataset, reporting results based on the ID Accuracy metric.

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 | ID Accuracy |
| 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

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

## Recorded results

| Method | ID Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Reference Masking Regularization | 77.89 | Not recorded | 68fa73731e209131cea5c97b |
| Standard | 77.6 | Not recorded | 68fa73731e209131cea5c97b |
| Vanilla Anchoring | 77.21 | Not recorded | 68fa73731e209131cea5c97b |
| Reference Masking Regularization | 77.03 | Not recorded | 68fa73731e209131cea5c97b |
| Vanilla Anchoring | 76.67 | Not recorded | 68fa73731e209131cea5c97b |
| Standard | 75.48 | Not recorded | 68fa73731e209131cea5c97b |

### Reference Masking Regularization

ID Accuracy: 77.89. Result ID: 6992ed033a6c3148491267c1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73731e209131cea5c97b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73731e209131cea5c97b.md>)

Recorded evaluation configuration: {"Model":"ResNet-18"}. This record does not assert independent reproduction.

### Standard

ID Accuracy: 77.6. Result ID: 6992ed033a6c3148491267bf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73731e209131cea5c97b.md>)

Recorded evaluation configuration: {"Model":"ResNet-18"}. This record does not assert independent reproduction.

### Vanilla Anchoring

ID Accuracy: 77.21. Result ID: 6992ed033a6c3148491267c0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73731e209131cea5c97b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e251e209131cea3e20f.md>)

[Implementation](<https://www.sota2.com/github.com/LLNL/DeltaUQ>)

Recorded evaluation configuration: {"Model":"ResNet-18"}. This record does not assert independent reproduction.

### Reference Masking Regularization

ID Accuracy: 77.03. Result ID: 6992ed033a6c3148491267c4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73731e209131cea5c97b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73731e209131cea5c97b.md>)

Recorded evaluation configuration: {"Model":"WRN 40-2"}. This record does not assert independent reproduction.

### Vanilla Anchoring

ID Accuracy: 76.67. Result ID: 6992ed033a6c3148491267c3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73731e209131cea5c97b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e251e209131cea3e20f.md>)

[Implementation](<https://www.sota2.com/github.com/LLNL/DeltaUQ>)

Recorded evaluation configuration: {"Model":"WRN 40-2"}. This record does not assert independent reproduction.

### Standard

ID Accuracy: 75.48. Result ID: 6992ed033a6c3148491267c2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73731e209131cea5c97b.md>)

Recorded evaluation configuration: {"Model":"WRN 40-2"}. This record does not assert independent reproduction.

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