# Graph Fraud Detection on WeChat Pay Online A/B (test)

Source: [Graph Fraud Detection on WeChat Pay Online A/B (test)](<https://www.sota2.com/research/sota/graph-fraud-detection-on-wechat-pay-online-a-b-test>)

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

Data updated: 2026-02-26T05:25:06.066Z

Evaluation of Graph Fraud Detection performance on the test split of the WeChat Pay Online A/B dataset, measured using AUC and AP.

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 | Graph Fraud Detection |
| Dataset (including any stated split) | WeChat Pay Online A/B (test) |
| Metric | AUC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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](<https://www.sota2.com/research/sota/graph-fraud-detection-on-wechat-pay-online-a-b-test.md?metric=AUC>): Higher is better; unit: PERCENT.

- [AP](<https://www.sota2.com/research/sota/graph-fraud-detection-on-wechat-pay-online-a-b-test.md?metric=AP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| Grad | 93.31 | Not recorded | 694a21dd9eebe296e72aa466 |
| Running Model-2 | 80.3 | Not recorded | 694a21dd9eebe296e72aa466 |
| Running Model-1 | 77.99 | Not recorded | 694a21dd9eebe296e72aa466 |

### Grad

AUC: 93.31. Result ID: 69994d625698665ec4b798ed.

[Reporting paper](<https://www.sota2.com/research/paper/694a21dd9eebe296e72aa466.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a21dd9eebe296e72aa466.md>)

Recorded evaluation configuration: {"Deployment":"Online A/B testing","System Category":"post-process detection"}. This record does not assert independent reproduction.

### Running Model-2

AUC: 80.3. Result ID: 69994d625698665ec4b798ec.

[Reporting paper](<https://www.sota2.com/research/paper/694a21dd9eebe296e72aa466.md>)

Recorded evaluation configuration: {"Deployment":"Online A/B testing"}. This record does not assert independent reproduction.

### Running Model-1

AUC: 77.99. Result ID: 69994d625698665ec4b798eb.

[Reporting paper](<https://www.sota2.com/research/paper/694a21dd9eebe296e72aa466.md>)

Recorded evaluation configuration: {"Deployment":"Online A/B testing"}. This record does not assert independent reproduction.

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