# CTR Prediction on Meitu (test)

Source: [CTR Prediction on Meitu (test)](<https://www.sota2.com/research/sota/ctr-prediction-on-meitu-test>)

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

Data updated: 2026-02-26T05:24:25.938Z

Evaluation of Click-Through Rate (CTR) Prediction performance on the test split of the Meitu dataset, measured using AUC and Logloss.

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 | CTR Prediction |
| Dataset (including any stated split) | Meitu (test) |
| Metric | AUC |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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/ctr-prediction-on-meitu-test.md?metric=AUC>): Higher is better; unit: SCALAR.

- [Logloss](<https://www.sota2.com/research/sota/ctr-prediction-on-meitu-test.md?metric=Logloss>): Lower is better; unit: SCALAR.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| FLEN | 0.6475 | Not recorded | 68fa68621e209131cea1ba41 |
| FLEN | 0.6463 | Not recorded | 68fa68621e209131cea1ba41 |
| NFFM | 0.6443 | Not recorded | 68fa68621e209131cea1ba41 |
| xDeepFM | 0.644 | Not recorded | 68fa68621e209131cea1ba41 |
| NFM | 0.6359 | Not recorded | 68fa68621e209131cea1ba41 |
| DCN | 0.6337 | Not recorded | 68fa68621e209131cea1ba41 |
| DeepFM | 0.6329 | Not recorded | 68fa68621e209131cea1ba41 |
| FwFM | 0.6306 | Not recorded | 68fa68621e209131cea1ba41 |
| FFM | 0.63 | Not recorded | 68fa68621e209131cea1ba41 |

### FLEN

AUC: 0.6475. Result ID: 698d6bee8b517eb433215f1b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68621e209131cea1ba41.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68621e209131cea1ba41.md>)

[Implementation](<https://github.com/aimetrics/jarvis>)

Recorded evaluation configuration: {"Dicefactor":"Enabled"}. This record does not assert independent reproduction.

### FLEN

AUC: 0.6463. Result ID: 698d6bee8b517eb433215f1a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68621e209131cea1ba41.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68621e209131cea1ba41.md>)

[Implementation](<https://github.com/aimetrics/jarvis>)

Recorded evaluation configuration: {"Dicefactor":"Disabled"}. This record does not assert independent reproduction.

### NFFM

AUC: 0.6443. Result ID: 698d6bee8b517eb433215f19.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68621e209131cea1ba41.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a71e209131cea0b9c5.md>)

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

### xDeepFM

AUC: 0.644. Result ID: 698d6bee8b517eb433215f18.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68621e209131cea1ba41.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa668f1e209131cea10d22.md>)

[Implementation](<https://github.com/Leavingseason/xDeepFM>)

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

### NFM

AUC: 0.6359. Result ID: 698d6bee8b517eb433215f17.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68621e209131cea1ba41.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639c1e209131ce9ffa53.md>)

[Implementation](<https://github.com/hexiangnan/neural_factorization_machine>)

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

### DCN

AUC: 0.6337. Result ID: 698d6bee8b517eb433215f15.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68621e209131cea1ba41.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffada.md>)

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

### DeepFM

AUC: 0.6329. Result ID: 698d6bee8b517eb433215f16.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68621e209131cea1ba41.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa632f1e209131ce9fd2ab.md>)

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

### FwFM

AUC: 0.6306. Result ID: 698d6bee8b517eb433215f14.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68621e209131cea1ba41.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67361e209131cea14d80.md>)

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

### FFM

AUC: 0.63. Result ID: 698d6bee8b517eb433215f13.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68621e209131cea1ba41.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa631d1e209131ce9fce8c.md>)

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

Page 1 of 1. This is an index page, not the full collection.