# Kinetic Parameter Prediction on EITLEM OOD kcat (test)

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

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

Data updated: 2026-03-16T09:59:30.621Z

Evaluation of model performance on predicting kinetic parameters using the test split of the EITLEM OOD kcat dataset, typically measured using regression metrics like 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 kcat (test) |
| Metric | R2 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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-kcat-test.md?metric=R2>): Higher is better; unit: SCALAR.

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

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

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

## Recorded results

| Method | R2 | Result date | Report paper |
| --- | --- | --- | --- |
| ERBA | 0.5 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| EITLEM | 0.27 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| CataPro | 0.25 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| CatPred | 0.25 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| TurNup | 0.21 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| MPEK | 0.17 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| UniKP | 0.08 | Not recorded | 69b78e6d0636e5bf4afbdb01 |
| DLKcat | 0.01 | Not recorded | 69b78e6d0636e5bf4afbdb01 |

### ERBA

R2: 0.5. Result ID: 69b7d37747f34ce9249ffd46.

[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.

### EITLEM

R2: 0.27. Result ID: 69b7d37747f34ce9249ffd43.

[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: 0.25. Result ID: 69b7d37747f34ce9249ffd44.

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

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

### CatPred

R2: 0.25. Result ID: 69b7d37747f34ce9249ffd45.

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

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

### TurNup

R2: 0.21. Result ID: 69b7d37747f34ce9249ffd40.

[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: 0.17. Result ID: 69b7d37747f34ce9249ffd42.

[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: 0.08. Result ID: 69b7d37747f34ce9249ffd41.

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

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

### DLKcat

R2: 0.01. Result ID: 69b7d37747f34ce9249ffd3f.

[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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