# VAND

Source: [VAND](<https://www.sota2.com/research/dataset/vand>)

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 Detection on VAND Challenge zero-shot track 2023](<https://www.sota2.com/research/sota/anomaly-detection-on-vand-challenge-zero-shot-track-2023.md>): Anomaly Detection; VAND Challenge zero-shot track 2023.

- [Anomaly Segmentation on VAND Challenge Few-shot track 2023](<https://www.sota2.com/research/sota/anomaly-segmentation-on-vand-challenge-few-shot-track-2023.md>): Anomaly Segmentation; VAND Challenge Few-shot track 2023.

- [Anomaly Classification on VAND Challenge Few-shot track 2023](<https://www.sota2.com/research/sota/anomaly-classification-on-vand-challenge-few-shot-track-2023.md>): Anomaly Classification; VAND Challenge Few-shot track 2023.

- [Verification of Dynamical Systems on VanDerPolOscillator](<https://www.sota2.com/research/sota/verification-of-dynamical-systems-on-vanderpoloscillator.md>): Verification of Dynamical Systems; VanDerPolOscillator.