# Kinetic Parameter Prediction on EITLEM OOD Km (test)

Source: [Kinetic Parameter Prediction on EITLEM OOD Km (test)](<https://www.sota2.com/research/sota/kinetic-parameter-prediction-on-eitlem-ood-km-test>)

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

Data updated: 2026-03-16T09:59:30.652Z

Evaluation of kinetic parameter prediction performance on the test split of the EITLEM OOD Km dataset, measured using R2, PCC, RMSE, and MAE.

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 | Kinetic Parameter Prediction |
| Dataset (including any stated split) | EITLEM OOD Km (test) |
| Metric | R2 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [R2](<https://www.sota2.com/research/sota/kinetic-parameter-prediction-on-eitlem-ood-km-test.md?metric=R2>): Higher is better; unit: SCALAR.

- [PCC](<https://www.sota2.com/research/sota/kinetic-parameter-prediction-on-eitlem-ood-km-test.md?metric=PCC>): Higher is better; unit: SCALAR.

- [RMSE](<https://www.sota2.com/research/sota/kinetic-parameter-prediction-on-eitlem-ood-km-test.md?metric=RMSE>): Lower is better; unit: SCALAR.

- [MAE](<https://www.sota2.com/research/sota/kinetic-parameter-prediction-on-eitlem-ood-km-test.md?metric=MAE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | R2 | Result date | Report paper |
| --- | --- | --- | --- |
| ERBA | 0.55 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| CatPred | 0.3 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| CataPro | 0.27 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| EITLEM | 0.23 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| UniKP | 0.14 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| MPEK | 0.12 | Not recorded | 69b78e6d0636e5bf4afbdb01 |

### ERBA

R2: 0.55. Result ID: 69b7d37747f34ce9249ffd4c.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e6d0636e5bf4afbdb01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b78e6d0636e5bf4afbdb01.md>)

Recorded evaluation configuration: {"Backbone":"ESM2-3B"}. This record does not assert independent reproduction.

### CatPred

R2: 0.3. Result ID: 69b7d37747f34ce9249ffd4b.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e6d0636e5bf4afbdb01.md>)

Recorded evaluation configuration: {"Backbone":"ESM2-3B"}. This record does not assert independent reproduction.

### CataPro

R2: 0.27. Result ID: 69b7d37747f34ce9249ffd4a.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e6d0636e5bf4afbdb01.md>)

Recorded evaluation configuration: {"Backbone":"ESM2-3B"}. This record does not assert independent reproduction.

### EITLEM

R2: 0.23. Result ID: 69b7d37747f34ce9249ffd49.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e6d0636e5bf4afbdb01.md>)

Recorded evaluation configuration: {"Backbone":"ESM2-3B"}. This record does not assert independent reproduction.

### UniKP

R2: 0.14. Result ID: 69b7d37747f34ce9249ffd47.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e6d0636e5bf4afbdb01.md>)

Recorded evaluation configuration: {"Backbone":"ESM2-3B"}. This record does not assert independent reproduction.

### MPEK

R2: 0.12. Result ID: 69b7d37747f34ce9249ffd48.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e6d0636e5bf4afbdb01.md>)

Recorded evaluation configuration: {"Backbone":"ESM2-3B"}. This record does not assert independent reproduction.

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