# Link Prediction on WIKI (Hits@K and MRR) Source: [Link Prediction on WIKI (Hits@K and MRR)]() Collection index: [llms.txt]() Data updated: 2026-03-09T06:34:38.611Z Evaluation of Link Prediction performance on the WIKI dataset, measured using Hits@1, Hits@3, Hits@10, and 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) | WIKI | | Metric | Hits@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 | | --- | --- | --- | --- | | TPAR | 79.85 | Not recorded | 68fa73671e209131cea5c3f9 | | TIRGN | 77.77 | Not recorded | 68fa73671e209131cea5c3f9 | | RPC | 76.28 | Not recorded | 68fa73671e209131cea5c3f9 | | CEN | 75.05 | Not recorded | 68fa73671e209131cea5c3f9 | | RE-GCN | 74.5 | Not recorded | 68fa73671e209131cea5c3f9 | | TITer | 71.7 | Not recorded | 68fa73671e209131cea5c3f9 | | XERTE | 69.05 | Not recorded | 68fa73671e209131cea5c3f9 | | HypeTKG | 63.3 | Not recorded | 68fa7ba01e209131cea896b7 | | UniHR | 62.6 | Not recorded | 68fa7ba01e209131cea896b7 | | GRAN | 61 | Not recorded | 68fa7ba01e209131cea896b7 | | TANGO | 51.52 | Not recorded | 68fa73671e209131cea5c3f9 | | HGE | 50.7 | Not recorded | 68fa7ba01e209131cea896b7 | | RE-NET | 50.01 | Not recorded | 68fa73671e209131cea5c3f9 | | StarE | 49.1 | Not recorded | 68fa7ba01e209131cea896b7 | | CyGNeT | 47.89 | Not recorded | 68fa73671e209131cea5c3f9 | | HyNT | 44.4 | Not recorded | 68fa7ba01e209131cea896b7 | ### TPAR Hits@1: 79.85. Result ID: 6992db733a6c31484911f893. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"inference\_setting":"Extrapolation"}. This record does not assert independent reproduction. ### TIRGN Hits@1: 77.77. Result ID: 6992db733a6c31484911f891. [Reporting paper]() Recorded evaluation configuration: {"inference\_setting":"Extrapolation"}. This record does not assert independent reproduction. ### RPC Hits@1: 76.28. Result ID: 6992db733a6c31484911f892. [Reporting paper]() Recorded evaluation configuration: {"inference\_setting":"Extrapolation"}. This record does not assert independent reproduction. ### CEN Hits@1: 75.05. Result ID: 6992db733a6c31484911f890. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"inference\_setting":"Extrapolation"}. This record does not assert independent reproduction. ### RE-GCN Hits@1: 74.5. Result ID: 6992db733a6c31484911f88e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"inference\_setting":"Extrapolation"}. This record does not assert independent reproduction. ### TITer Hits@1: 71.7. Result ID: 6992db733a6c31484911f88f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"inference\_setting":"Extrapolation"}. This record does not assert independent reproduction. ### XERTE Hits@1: 69.05. Result ID: 6992db733a6c31484911f88d. [Reporting paper]() Recorded evaluation configuration: {"inference\_setting":"Extrapolation"}. This record does not assert independent reproduction. ### HypeTKG Hits@1: 63.3. Result ID: 69ae69f46dbb7075b955d500. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UniHR Hits@1: 62.6. Result ID: 69ae69f46dbb7075b955d501. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GRAN Hits@1: 61. Result ID: 69ae69f46dbb7075b955d4fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TANGO Hits@1: 51.52. Result ID: 6992db733a6c31484911f88c. [Reporting paper]() Recorded evaluation configuration: {"inference\_setting":"Extrapolation"}. This record does not assert independent reproduction. ### HGE Hits@1: 50.7. Result ID: 69ae69f46dbb7075b955d4fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RE-NET Hits@1: 50.01. Result ID: 6992db733a6c31484911f88a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"inference\_setting":"Extrapolation"}. This record does not assert independent reproduction. ### StarE Hits@1: 49.1. Result ID: 69ae69f46dbb7075b955d4fd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CyGNeT Hits@1: 47.89. Result ID: 6992db733a6c31484911f88b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"inference\_setting":"Extrapolation"}. This record does not assert independent reproduction. ### HyNT Hits@1: 44.4. Result ID: 69ae69f46dbb7075b955d4ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.