# CVR Prediction on Industrial Dataset (test)

Source: [CVR Prediction on Industrial Dataset (test)](<https://www.sota2.com/research/sota/cvr-prediction-on-industrial-dataset-test>)

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

Data updated: 2026-02-26T05:24:49.665Z

Evaluation of Conversion Rate (CVR) prediction performance on the test split of the Industrial Dataset, measured using AUC and T&I Speed.

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 | CVR Prediction |
| Dataset (including any stated split) | Industrial Dataset (test) |
| Metric | AUC |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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/cvr-prediction-on-industrial-dataset-test.md?metric=AUC>): Higher is better; unit: SCALAR.

- [T&I Speed (x)](<https://www.sota2.com/research/sota/cvr-prediction-on-industrial-dataset-test.md?metric=T%26I%20Speed%20(x)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| TGA | 0.8635 | Not recorded | 6971af30e25ad2fa9d1edafb |
| Reformer | 0.8623 | Not recorded | 6971af30e25ad2fa9d1edafb |
| Linear Transformer | 0.8619 | Not recorded | 6971af30e25ad2fa9d1edafb |
| Longformer | 0.8617 | Not recorded | 6971af30e25ad2fa9d1edafb |

### TGA

AUC: 0.8635. Result ID: 699625135698665ec465cf1d.

[Reporting paper](<https://www.sota2.com/research/paper/6971af30e25ad2fa9d1edafb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6971af30e25ad2fa9d1edafb.md>)

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

### Reformer

AUC: 0.8623. Result ID: 699625135698665ec465cf1a.

[Reporting paper](<https://www.sota2.com/research/paper/6971af30e25ad2fa9d1edafb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa671b1e209131cea143ed.md>)

[Implementation](<https://github.com/google/trax/tree/master/trax/models/reformer>)

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

### Linear Transformer

AUC: 0.8619. Result ID: 699625135698665ec465cf1b.

[Reporting paper](<https://www.sota2.com/research/paper/6971af30e25ad2fa9d1edafb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68471e209131cea1b069.md>)

[Implementation](<https://linear-transformers.com/>)

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

### Longformer

AUC: 0.8617. Result ID: 699625135698665ec465cf1c.

[Reporting paper](<https://www.sota2.com/research/paper/6971af30e25ad2fa9d1edafb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68d41e209131cea1e701.md>)

[Implementation](<https://github.com/allenai/longformer>)

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

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