# Click-through Rate Prediction on Tenrec

Source: [Click-through Rate Prediction on Tenrec](<https://www.sota2.com/research/sota/click-through-rate-prediction-on-tenrec>)

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

Data updated: 2026-02-26T05:48:44.958Z

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

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 | Click-through Rate Prediction |
| Dataset (including any stated split) | Tenrec |
| Metric | Logloss |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 18 of 18 |
| 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

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

- [AUC](<https://www.sota2.com/research/sota/click-through-rate-prediction-on-tenrec.md?metric=AUC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Logloss | Result date | Report paper |
| --- | --- | --- | --- |
| QNN-α | 0.4349 | Not recorded | 68fa78d51e209131cea7aa72 |
| FINAL(2B) | 0.4355 | Not recorded | 68fa78d51e209131cea7aa72 |
| EDCN | 0.4356 | Not recorded | 68fa78d51e209131cea7aa72 |
| AFN | 0.4357 | Not recorded | 68fa78d51e209131cea7aa72 |
| PNN | 0.4358 | Not recorded | 68fa78d51e209131cea7aa72 |
| RFM | 0.4358 | Not recorded | 68fa78d51e209131cea7aa72 |
| DCNv2 | 0.4359 | Not recorded | 68fa78d51e209131cea7aa72 |
| FinalMLP | 0.4359 | Not recorded | 68fa78d51e209131cea7aa72 |
| DCNv1 | 0.436 | Not recorded | 68fa78d51e209131cea7aa72 |
| ECN | 0.4361 | Not recorded | 68fa78d51e209131cea7aa72 |
| AutoInt | 0.4362 | Not recorded | 68fa78d51e209131cea7aa72 |
| EulerNet | 0.4362 | Not recorded | 68fa78d51e209131cea7aa72 |
| xDeepFM | 0.4363 | Not recorded | 68fa78d51e209131cea7aa72 |
| MaskNet | 0.4363 | Not recorded | 68fa78d51e209131cea7aa72 |
| CL4CTR | 0.4363 | Not recorded | 68fa78d51e209131cea7aa72 |
| DeepFM | 0.4365 | Not recorded | 68fa78d51e209131cea7aa72 |
| DNN | 0.4366 | Not recorded | 68fa78d51e209131cea7aa72 |
| Wide & Deep | 0.4366 | Not recorded | 68fa78d51e209131cea7aa72 |

### QNN-α

Logloss: 0.4349. Result ID: 6995a5233badfaffe6a28e32.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Implementation](<https://github.com/salmon1802/QNN>)

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

### FINAL(2B)

Logloss: 0.4355. Result ID: 6995a5233badfaffe6a28e2f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

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

### EDCN

Logloss: 0.4356. Result ID: 6995a5233badfaffe6a28e2a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

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

### AFN

Logloss: 0.4357. Result ID: 6995a5233badfaffe6a28e28.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67c81e209131cea18525.md>)

[Implementation](<https://github.com/WeiyuCheng/AFN-AAAI-20>)

Recorded evaluation configuration: {"Integrated with":"DNN"}. This record does not assert independent reproduction.

### PNN

Logloss: 0.4358. Result ID: 6995a5233badfaffe6a28e22.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62d81e209131ce9fb976.md>)

[Implementation](<https://github.com/Atomu2014/product-nets>)

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

### RFM

Logloss: 0.4358. Result ID: 6995a5233badfaffe6a28e30.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

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

### DCNv2

Logloss: 0.4359. Result ID: 6995a5233badfaffe6a28e29.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a1e1e209131cea260bf.md>)

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

### FinalMLP

Logloss: 0.4359. Result ID: 6995a5233badfaffe6a28e2e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa715a1e209131cea50c6f.md>)

[Implementation](<https://reczoo.github.io/FinalMLP>)

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

### DCNv1

Logloss: 0.436. Result ID: 6995a5233badfaffe6a28e25.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

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

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

### ECN

Logloss: 0.4361. Result ID: 6995a5233badfaffe6a28e31.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77db1e209131cea7596d.md>)

[Implementation](<https://github.com/salmon1802/FCN/tree/master>)

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

### AutoInt

Logloss: 0.4362. Result ID: 6995a5233badfaffe6a28e27.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66421e209131cea0f40c.md>)

[Implementation](<https://github.com/DeepGraphLearning/RecommenderSystems>)

Recorded evaluation configuration: {"Integrated with":"DNN"}. This record does not assert independent reproduction.

### EulerNet

Logloss: 0.4362. Result ID: 6995a5233badfaffe6a28e2d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70951e209131cea4c002.md>)

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

### xDeepFM

Logloss: 0.4363. Result ID: 6995a5233badfaffe6a28e26.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.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.

### MaskNet

Logloss: 0.4363. Result ID: 6995a5233badfaffe6a28e2b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a751e209131cea2842e.md>)

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

### CL4CTR

Logloss: 0.4363. Result ID: 6995a5233badfaffe6a28e2c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e231e209131cea3e190.md>)

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

### DeepFM

Logloss: 0.4365. Result ID: 6995a5233badfaffe6a28e24.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

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

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

### DNN

Logloss: 0.4366. Result ID: 6995a5233badfaffe6a28e21.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

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

### Wide & Deep

Logloss: 0.4366. Result ID: 6995a5233badfaffe6a28e23.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d51e209131cea7aa72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa629e1e209131ce9fa416.md>)

[Implementation](<http://tensorflow.org/>)

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

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