# Molecular Property Prediction on OGB-MolPCBA OOD WILDS (test)

Source: [Molecular Property Prediction on OGB-MolPCBA OOD WILDS (test)](<https://www.sota2.com/research/sota/molecular-property-prediction-on-ogb-molpcba-ood-wilds-test>)

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

Data updated: 2026-02-26T05:22:47.671Z

Evaluation of molecular property prediction performance on the OOD WILDS test split of the OGB-MolPCBA dataset, measured by Average Precision (AP).

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 | Molecular Property Prediction |
| Dataset (including any stated split) | OGB-MolPCBA OOD WILDS (test) |
| Metric | AP |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [AP](<https://www.sota2.com/research/sota/molecular-property-prediction-on-ogb-molpcba-ood-wilds-test.md?metric=AP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP | Result date | Report paper |
| --- | --- | --- | --- |
| ERM | 27.2 | Not recorded | 68fa70701e209131cea4aff2 |
| FISH + SDG | 26.1 | Not recorded | 68fa70701e209131cea4aff2 |
| CORAL + SDG | 25.8 | Not recorded | 68fa70701e209131cea4aff2 |
| CORAL + SAND-MASK | 23.4 | Not recorded | 68fa70701e209131cea4aff2 |
| FISH | 22.6 | Not recorded | 68fa70701e209131cea4aff2 |
| CORAL | 17.9 | Not recorded | 68fa70701e209131cea4aff2 |
| CORAL + AND-MASK | 10.3 | Not recorded | 68fa70701e209131cea4aff2 |

### ERM

AP: 27.2. Result ID: 69911cc63a6c31484905c867.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4aff2.md>)

Recorded evaluation configuration: {"Base Algorithm":"ERM"}. This record does not assert independent reproduction.

### FISH + SDG

AP: 26.1. Result ID: 69911cc63a6c31484905c866.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4aff2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4aff2.md>)

Recorded evaluation configuration: {"Base Algorithm":"FISH","Optimization":"SDG"}. This record does not assert independent reproduction.

### CORAL + SDG

AP: 25.8. Result ID: 69911cc63a6c31484905c864.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4aff2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4aff2.md>)

Recorded evaluation configuration: {"Base Algorithm":"CORAL","Optimization":"SDG"}. This record does not assert independent reproduction.

### CORAL + SAND-MASK

AP: 23.4. Result ID: 69911cc63a6c31484905c863.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4aff2.md>)

Recorded evaluation configuration: {"Base Algorithm":"CORAL","Optimization":"SAND-MASK"}. This record does not assert independent reproduction.

### FISH

AP: 22.6. Result ID: 69911cc63a6c31484905c865.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4aff2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4aff2.md>)

Recorded evaluation configuration: {"Base Algorithm":"FISH"}. This record does not assert independent reproduction.

### CORAL

AP: 17.9. Result ID: 69911cc63a6c31484905c861.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4aff2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4aff2.md>)

Recorded evaluation configuration: {"Base Algorithm":"CORAL"}. This record does not assert independent reproduction.

### CORAL + AND-MASK

AP: 10.3. Result ID: 69911cc63a6c31484905c862.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70701e209131cea4aff2.md>)

Recorded evaluation configuration: {"Base Algorithm":"CORAL","Optimization":"AND-MASK"}. This record does not assert independent reproduction.

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