# Outlier Detection on 2D Burgers' equation resolution 64x64 t=5s

Source: [Outlier Detection on 2D Burgers' equation resolution 64x64 t=5s](<https://www.sota2.com/research/sota/outlier-detection-on-2d-burgers-equation-resolution-64x64-t-5s>)

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

Data updated: 2026-02-26T05:58:23.533Z

Evaluation of Outlier Detection models on the 2D Burgers' equation dataset variant specified by 64x64 resolution at time t=5s, measured using Precision and Recall.

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 | Outlier Detection |
| Dataset (including any stated split) | 2D Burgers' equation resolution 64x64 t=5s |
| Metric | Precision |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [Precision](<https://www.sota2.com/research/sota/outlier-detection-on-2d-burgers-equation-resolution-64x64-t-5s.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/outlier-detection-on-2d-burgers-equation-resolution-64x64-t-5s.md?metric=Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Precision | Result date | Report paper |
| --- | --- | --- | --- |
| Transducer | 1 | Not recorded | 68fa6f711e209131cea459d1 |
| Spectral Clustering | 0.06 | Not recorded | 68fa6f711e209131cea459d1 |

### Transducer

Precision: 1. Result ID: 6990beae3a6c31484902ee98.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f711e209131cea459d1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f711e209131cea459d1.md>)

Recorded evaluation configuration: {"Target Time":"5s"}. This record does not assert independent reproduction.

### Spectral Clustering

Precision: 0.06. Result ID: 6990beae3a6c31484902ee99.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f711e209131cea459d1.md>)

Recorded evaluation configuration: {"Target Time":"5s","Input Feature":"FFT of elements"}. This record does not assert independent reproduction.

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