# Conversion Rate Prediction on Production CVR Model Data 150+ day V0 (Evaluation)

Source: [Conversion Rate Prediction on Production CVR Model Data 150+ day V0 (Evaluation)](<https://www.sota2.com/research/sota/conversion-rate-prediction-on-production-cvr-model-data-150-plus-day-v0-evaluation>)

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

Data updated: 2026-05-26T07:28:47.651Z

Evaluation of Conversion Rate (CVR) prediction performance using the Production CVR Model Data collected over 150+ days (V0 evaluation set), measured by Eval N.E.

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 | Conversion Rate Prediction |
| Dataset (including any stated split) | Production CVR Model Data 150+ day V0 (Evaluation) |
| Metric | Normalized Error (Eval) |
| Unit | PERCENT |
| Direction | Lower 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

- [Normalized Error (Eval)](<https://www.sota2.com/research/sota/conversion-rate-prediction-on-production-cvr-model-data-150-plus-day-v0-evaluation.md?metric=Normalized%20Error%20(Eval)>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Normalized Error (Eval) | Result date | Report paper |
| --- | --- | --- | --- |
| DM-MMR25-RS | -0.195 | Not recorded | 6a152906dbd7150506f7de0f |
| DM-MMR25-ES | -0.155 | Not recorded | 6a152906dbd7150506f7de0f |
| DM-RAND25-RS | -0.12 | Not recorded | 6a152906dbd7150506f7de0f |
| MP | -0.107 | Not recorded | 6a152906dbd7150506f7de0f |

### DM-MMR25-RS

Normalized Error (Eval): -0.195. Result ID: 6a154b94fbc373592c0c4dc1.

[Reporting paper](<https://www.sota2.com/research/paper/6a152906dbd7150506f7de0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a152906dbd7150506f7de0f.md>)

Recorded evaluation configuration: {"Setup":"DM-MMR25-RS","Selection":"MMR (MMR-based selection)","Data Augmentation":"25%","Update Strategy":"RS (parameter reset)"}. This record does not assert independent reproduction.

### DM-MMR25-ES

Normalized Error (Eval): -0.155. Result ID: 6a154b94fbc373592c0c4dc0.

[Reporting paper](<https://www.sota2.com/research/paper/6a152906dbd7150506f7de0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a152906dbd7150506f7de0f.md>)

Recorded evaluation configuration: {"Setup":"DM-MMR25-ES","Selection":"MMR (MMR-based selection)","Data Augmentation":"25%","Update Strategy":"ES (embedding shrinking 0.1x norm)"}. This record does not assert independent reproduction.

### DM-RAND25-RS

Normalized Error (Eval): -0.12. Result ID: 6a154b94fbc373592c0c4dbf.

[Reporting paper](<https://www.sota2.com/research/paper/6a152906dbd7150506f7de0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a152906dbd7150506f7de0f.md>)

Recorded evaluation configuration: {"Setup":"DM-RAND25-RS","Selection":"RAND (random sampling)","Data Augmentation":"25%","Update Strategy":"RS (parameter reset)"}. This record does not assert independent reproduction.

### MP

Normalized Error (Eval): -0.107. Result ID: 6a154b94fbc373592c0c4dbe.

[Reporting paper](<https://www.sota2.com/research/paper/6a152906dbd7150506f7de0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73f21e209131cea5f0b3.md>)

Recorded evaluation configuration: {"Setup":"MP","Description":"Multipass baseline (reset + 35-day retrain)"}. This record does not assert independent reproduction.

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