# Anomaly Segmentation on Coating Products (CP) (test)

Source: [Anomaly Segmentation on Coating Products (CP) (test)](<https://www.sota2.com/research/sota/anomaly-segmentation-on-coating-products-cp-test>)

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

Data updated: 2026-02-26T05:25:25.008Z

Evaluation of Anomaly Segmentation performance on the test split of the Coating Products (CP) dataset, measured using AUCROC.

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 | Anomaly Segmentation |
| Dataset (including any stated split) | Coating Products (CP) (test) |
| Metric | AUC ROC |
| 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

- [AUC ROC](<https://www.sota2.com/research/sota/anomaly-segmentation-on-coating-products-cp-test.md?metric=AUC%20ROC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AUC ROC | Result date | Report paper |
| --- | --- | --- | --- |
| SCL-VI | 97 | Not recorded | 68fa713a1e209131cea4fe8a |
| RIAD | 95.5 | Not recorded | 68fa713a1e209131cea4fe8a |
| SPADE | 94.8 | Not recorded | 68fa713a1e209131cea4fe8a |
| US | 94.7 | Not recorded | 68fa713a1e209131cea4fe8a |
| PADIM | 94.6 | Not recorded | 68fa713a1e209131cea4fe8a |
| AE-SSIM | 94.3 | Not recorded | 68fa713a1e209131cea4fe8a |

### SCL-VI

AUC ROC: 97. Result ID: 6991bd663a6c3148490a4279.

[Reporting paper](<https://www.sota2.com/research/paper/68fa713a1e209131cea4fe8a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa713a1e209131cea4fe8a.md>)

[Implementation](<https://github.com/wangpeng000/VisualInspection>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### RIAD

AUC ROC: 95.5. Result ID: 6991bd663a6c3148490a4275.

[Reporting paper](<https://www.sota2.com/research/paper/68fa713a1e209131cea4fe8a.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SPADE

AUC ROC: 94.8. Result ID: 6991bd663a6c3148490a4278.

[Reporting paper](<https://www.sota2.com/research/paper/68fa713a1e209131cea4fe8a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69381e209131cea20e93.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### US

AUC ROC: 94.7. Result ID: 6991bd663a6c3148490a4276.

[Reporting paper](<https://www.sota2.com/research/paper/68fa713a1e209131cea4fe8a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68461e209131cea1af52.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### PADIM

AUC ROC: 94.6. Result ID: 6991bd663a6c3148490a4277.

[Reporting paper](<https://www.sota2.com/research/paper/68fa713a1e209131cea4fe8a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68c31e209131cea1e2cd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### AE-SSIM

AUC ROC: 94.3. Result ID: 6991bd663a6c3148490a4274.

[Reporting paper](<https://www.sota2.com/research/paper/68fa713a1e209131cea4fe8a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa658b1e209131cea0aff6.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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