# Link Prediction on OpenBG500 (test) Source: [Link Prediction on OpenBG500 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:46:34.179Z Evaluation of Link Prediction performance on the test split of the OpenBG500 dataset. 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) | OpenBG500 (test) | | Metric | Hits@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [Hits@1](): Higher is better; unit: PERCENT. - [Hits@3](): Higher is better; unit: PERCENT. - [Hits@10](): Higher is better; unit: PERCENT. - [MRR](): Higher is better; unit: PERCENT. ## Recorded results | Method | Hits@1 | Result date | Report paper | | --- | --- | --- | --- | | MoCoSA | 53.1 | Not recorded | 68fa705d1e209131cea4aa12 | | TuckER | 42.8 | Not recorded | 68fa705d1e209131cea4aa12 | | SimKGC | 30.7 | Not recorded | 68fa705d1e209131cea4aa12 | | C-LMKE | 29.6 | Not recorded | 68fa705d1e209131cea4aa12 | | TransE | 20.7 | Not recorded | 68fa6eca1e209131cea42268 | | TransE | 20.7 | Not recorded | 68fa705d1e209131cea4aa12 | | GenKGC | 20.3 | Not recorded | 68fa6eca1e209131cea42268 | | GenKGC | 20.3 | Not recorded | 68fa705d1e209131cea4aa12 | | TransH | 14.3 | Not recorded | 68fa705d1e209131cea4aa12 | | ComplEx | 8.1 | Not recorded | 68fa705d1e209131cea4aa12 | | KG-BERT | 7.1 | Not recorded | 68fa705d1e209131cea4aa12 | | DistMult | 6.8 | Not recorded | 68fa705d1e209131cea4aa12 | | Complex | 5.3 | Not recorded | 68fa6eca1e209131cea42268 | | DistMult | 4.9 | Not recorded | 68fa6eca1e209131cea42268 | | KG-BERT | 2.3 | Not recorded | 68fa6eca1e209131cea42268 | ### MoCoSA Hits@1: 53.1. Result ID: 699116b03a6c3148490595df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Type":"description-based"}. This record does not assert independent reproduction. ### TuckER Hits@1: 42.8. Result ID: 699116b03a6c3148490595da. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Type":"structure-based"}. This record does not assert independent reproduction. ### SimKGC Hits@1: 30.7. Result ID: 699116b03a6c3148490595de. [Reporting paper]() Recorded evaluation configuration: {"Method Type":"description-based"}. This record does not assert independent reproduction. ### C-LMKE Hits@1: 29.6. Result ID: 699116b03a6c3148490595dd. [Reporting paper]() Recorded evaluation configuration: {"Method Type":"description-based"}. This record does not assert independent reproduction. ### TransE Hits@1: 20.7. Result ID: 6990428d3a6c314849ff4bb1. [Reporting paper]() Recorded evaluation configuration: {"Approach":"Graph embedding approach"}. This record does not assert independent reproduction. ### TransE Hits@1: 20.7. Result ID: 699116b03a6c3148490595d6. [Reporting paper]() Recorded evaluation configuration: {"Method Type":"structure-based"}. This record does not assert independent reproduction. ### GenKGC Hits@1: 20.3. Result ID: 6990428d3a6c314849ff4bb5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"Textual encoding approach"}. This record does not assert independent reproduction. ### GenKGC Hits@1: 20.3. Result ID: 699116b03a6c3148490595dc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Type":"description-based"}. This record does not assert independent reproduction. ### TransH Hits@1: 14.3. Result ID: 699116b03a6c3148490595d7. [Reporting paper]() Recorded evaluation configuration: {"Method Type":"structure-based"}. This record does not assert independent reproduction. ### ComplEx Hits@1: 8.1. Result ID: 699116b03a6c3148490595d9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Type":"structure-based"}. This record does not assert independent reproduction. ### KG-BERT Hits@1: 7.1. Result ID: 699116b03a6c3148490595db. [Reporting paper]() Recorded evaluation configuration: {"Method Type":"description-based"}. This record does not assert independent reproduction. ### DistMult Hits@1: 6.8. Result ID: 699116b03a6c3148490595d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Type":"structure-based"}. This record does not assert independent reproduction. ### Complex Hits@1: 5.3. Result ID: 6990428d3a6c314849ff4bb3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"Graph embedding approach"}. This record does not assert independent reproduction. ### DistMult Hits@1: 4.9. Result ID: 6990428d3a6c314849ff4bb2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Approach":"Graph embedding approach"}. This record does not assert independent reproduction. ### KG-BERT Hits@1: 2.3. Result ID: 6990428d3a6c314849ff4bb4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"Textual encoding approach"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.