# Link Prediction on BC-OTC

Source: [Link Prediction on BC-OTC](<https://www.sota2.com/research/sota/link-prediction-on-bc-otc>)

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

Data updated: 2026-02-26T06:09:23.070Z

Evaluation of Link Prediction performance on the BC-OTC dataset, measured using Mean Average Precision (MAP) and Mean Reciprocal Rank (MRR).

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) | BC-OTC |
| Metric | mAP |
| Unit | SCALAR |
| 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

- [mAP](<https://www.sota2.com/research/sota/link-prediction-on-bc-otc.md?metric=mAP>): Higher is better; unit: SCALAR.

- [MRR](<https://www.sota2.com/research/sota/link-prediction-on-bc-otc.md?metric=MRR>): Higher is better; unit: SCALAR.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| dyngraph2vecAERNN | 0.022 | Not recorded | 68fa66a91e209131cea11715 |
| DynGEM | 0.0134 | Not recorded | 68fa66a91e209131cea11715 |
| dyngraph2vecAE | 0.009 | Not recorded | 68fa66a91e209131cea11715 |
| EvolveGCN-O | 0.0028 | Not recorded | 68fa66a91e209131cea11715 |
| EvolveGCN-H | 0.0026 | Not recorded | 68fa66a91e209131cea11715 |
| GCN | 0.0003 | Not recorded | 68fa66a91e209131cea11715 |
| GCN-GRU | 0.0001 | Not recorded | 68fa66a91e209131cea11715 |

### dyngraph2vecAERNN

mAP: 0.022. Result ID: 698cfd628b517eb4331e33e8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66a91e209131cea11715.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66371e209131cea0eddf.md>)

[Implementation](<https://github.com/palash1992/DynamicGEM>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DynGEM

mAP: 0.0134. Result ID: 698cfd628b517eb4331e33e6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66a91e209131cea11715.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64691e209131cea04892.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### dyngraph2vecAE

mAP: 0.009. Result ID: 698cfd628b517eb4331e33e7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66a91e209131cea11715.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66371e209131cea0eddf.md>)

[Implementation](<https://github.com/palash1992/DynamicGEM>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### EvolveGCN-O

mAP: 0.0028. Result ID: 698cfd628b517eb4331e33ea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66a91e209131cea11715.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66a91e209131cea11715.md>)

[Implementation](<https://github.com/IBM/EvolveGCN>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### EvolveGCN-H

mAP: 0.0026. Result ID: 698cfd628b517eb4331e33e9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66a91e209131cea11715.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66a91e209131cea11715.md>)

[Implementation](<https://github.com/IBM/EvolveGCN>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GCN

mAP: 0.0003. Result ID: 698cfd628b517eb4331e33e4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66a91e209131cea11715.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa631d1e209131ce9fce45.md>)

[Implementation](<https://github.com/tkipf/gcn>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GCN-GRU

mAP: 0.0001. Result ID: 698cfd628b517eb4331e33e5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66a91e209131cea11715.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63081e209131ce9fc7fe.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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