# Anomaly-56K

Source: [Anomaly-56K](<https://www.sota2.com/research/dataset/anomaly-56k>)

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

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.

## Benchmarks

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

- [Anomaly Segmentation on Anomaly-56K anomalous images (test)](<https://www.sota2.com/research/sota/anomaly-segmentation-on-anomaly-56k-anomalous-images-test.md>): Anomaly Segmentation; Anomaly-56K anomalous images (test).

- [Anomaly Understanding on Anomaly-56K (test)](<https://www.sota2.com/research/sota/anomaly-understanding-on-anomaly-56k-test.md>): Anomaly Understanding; Anomaly-56K (test).

- [Mask-guided defect generation on Anomaly-56K (test)](<https://www.sota2.com/research/sota/mask-guided-defect-generation-on-anomaly-56k-test.md>): Mask-guided defect generation; Anomaly-56K (test).