# Inductive Learning on ENZYMES (10-fold CV)

Source: [Inductive Learning on ENZYMES (10-fold CV)](<https://www.sota2.com/research/sota/inductive-learning-on-enzymes-10-fold-cv>)

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

Data updated: 2026-02-26T05:27:37.199Z

Evaluation of model performance using Inductive Learning methodology on the ENZYMES dataset, evaluated via 10-fold cross-validation. Primary metric observed is accuracy.

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 | Inductive Learning |
| Dataset (including any stated split) | ENZYMES (10-fold CV) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/inductive-learning-on-enzymes-10-fold-cv.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Diffpool | 66.66 | Not recorded | 68fa67421e209131cea154d6 |
| Hierarchical Pooling | 64.17 | Not recorded | 68fa67421e209131cea154d6 |
| Diffpool | 62.5 | Not recorded | 68fa67421e209131cea154d6 |

### Diffpool

Accuracy: 66.66. Result ID: 698d277f8b517eb4331f6a8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67421e209131cea154d6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa656a1e209131cea0a3e8.md>)

Recorded evaluation configuration: {"Feature Set":"All Features"}. This record does not assert independent reproduction.

### Hierarchical Pooling

Accuracy: 64.17. Result ID: 698d277f8b517eb4331f6a8a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67421e209131cea154d6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65041e209131cea07ef7.md>)

Recorded evaluation configuration: {"Feature Set":"Node Label"}. This record does not assert independent reproduction.

### Diffpool

Accuracy: 62.5. Result ID: 698d277f8b517eb4331f6a8b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67421e209131cea154d6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa656a1e209131cea0a3e8.md>)

Recorded evaluation configuration: {"Feature Set":"Node Label"}. This record does not assert independent reproduction.

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