# Link Prediction on Tree-of-Life MG, SL

Source: [Link Prediction on Tree-of-Life MG, SL](<https://www.sota2.com/research/sota/link-prediction-on-tree-of-life-mg-sl>)

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

Data updated: 2026-02-26T05:29:13.581Z

Evaluation of Link Prediction performance on the Tree-of-Life MG, SL dataset, measured using Accuracy and 95% Confidence Interval.

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 | Link Prediction |
| Dataset (including any stated split) | Tree-of-Life MG, SL |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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/link-prediction-on-tree-of-life-mg-sl.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [95% CI](<https://www.sota2.com/research/sota/link-prediction-on-tree-of-life-mg-sl.md?metric=95%25%20CI>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Meta-Graph | 70.5 | Not recorded | 68fa71051e209131cea4e9bd |
| H-GRAM | 70.2 | Not recorded | 68fa71051e209131cea4e9bd |

### Meta-Graph

Accuracy: 70.5. Result ID: 69918a6d3a6c31484908d854.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71051e209131cea4e9bd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67221e209131cea148a0.md>)

Recorded evaluation configuration: {"gradient update steps (testing)":10}. This record does not assert independent reproduction.

### H-GRAM

Accuracy: 70.2. Result ID: 69918a6d3a6c31484908d855.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71051e209131cea4e9bd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71051e209131cea4e9bd.md>)

[Implementation](<https://github.com/Akirato/HGRAM>)

Recorded evaluation configuration: {"gradient update steps (testing)":10}. This record does not assert independent reproduction.

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