# Link Prediction on Twitch DE Source: [Link Prediction on Twitch DE]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:46:40.008Z Evaluation of Link Prediction performance on the Twitch DE dataset, measured using Hits@K. 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) | Twitch DE | | Metric | Hits@K | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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@K](): Higher is better; unit: PERCENT. ## Recorded results | Method | Hits@K | Result date | Report paper | | --- | --- | --- | --- | | Filter & Rank | 33.06 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 32.37 | Not recorded | 68fa6a461e209131cea273d5 | | GCN | 32.09 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 31.48 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 31.46 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 31.35 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 29.14 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 28.88 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 28.78 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 28.52 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 27.54 | Not recorded | 68fa6a461e209131cea273d5 | | Adamic-Adar | 26.95 | Not recorded | 68fa6a461e209131cea273d5 | | Cos-Common | 26.69 | Not recorded | 68fa6a461e209131cea273d5 | | SAGE | 26.38 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 24.28 | Not recorded | 68fa6a461e209131cea273d5 | | Common | 23 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 22.43 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 21.89 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 21.73 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 21.44 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 20.86 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 20.85 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 20.78 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 20 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 19.86 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 19.75 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 19.62 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 19.28 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 17.6 | Not recorded | 68fa6a461e209131cea273d5 | | Filter & Rank | 17.36 | Not recorded | 68fa6a461e209131cea273d5 | ### Filter & Rank Hits@K: 33.06. Result ID: 698e26fbffc3901de09b389d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Cos-Common","Ranking Model":"GCN"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 32.37. Result ID: 698e26fbffc3901de09b3889. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"GCN","Ranking Model":"GCN"}. This record does not assert independent reproduction. ### GCN Hits@K: 32.09. Result ID: 698e26fbffc3901de09b38a2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"None","Ranking Model":"GCN"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 31.48. Result ID: 698e26fbffc3901de09b3898. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Adamic-Adar","Ranking Model":"GCN"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 31.46. Result ID: 698e26fbffc3901de09b3893. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Common","Ranking Model":"GCN"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 31.35. Result ID: 698e26fbffc3901de09b388e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"SAGE","Ranking Model":"GCN"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 29.14. Result ID: 698e26fbffc3901de09b388a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"GCN","Ranking Model":"SAGE"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 28.88. Result ID: 698e26fbffc3901de09b388f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"SAGE","Ranking Model":"SAGE"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 28.78. Result ID: 698e26fbffc3901de09b3899. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Adamic-Adar","Ranking Model":"SAGE"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 28.52. Result ID: 698e26fbffc3901de09b389e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Cos-Common","Ranking Model":"SAGE"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 27.54. Result ID: 698e26fbffc3901de09b3894. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Common","Ranking Model":"SAGE"}. This record does not assert independent reproduction. ### Adamic-Adar Hits@K: 26.95. Result ID: 698e26fbffc3901de09b38a5. [Reporting paper]() Recorded evaluation configuration: {"Filtering Model":"None","Ranking Model":"Adamic-Adar"}. This record does not assert independent reproduction. ### Cos-Common Hits@K: 26.69. Result ID: 698e26fbffc3901de09b38a6. [Reporting paper]() Recorded evaluation configuration: {"Filtering Model":"None","Ranking Model":"Cos-Common"}. This record does not assert independent reproduction. ### SAGE Hits@K: 26.38. Result ID: 698e26fbffc3901de09b38a3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"None","Ranking Model":"SAGE"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 24.28. Result ID: 698e26fbffc3901de09b388c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"GCN","Ranking Model":"Adamic-Adar"}. This record does not assert independent reproduction. ### Common Hits@K: 23. Result ID: 698e26fbffc3901de09b38a4. [Reporting paper]() Recorded evaluation configuration: {"Filtering Model":"None","Ranking Model":"Common"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 22.43. Result ID: 698e26fbffc3901de09b389b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Adamic-Adar","Ranking Model":"Adamic-Adar"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 21.89. Result ID: 698e26fbffc3901de09b38a0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Cos-Common","Ranking Model":"Adamic-Adar"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 21.73. Result ID: 698e26fbffc3901de09b388b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"GCN","Ranking Model":"Common"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 21.44. Result ID: 698e26fbffc3901de09b388d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"GCN","Ranking Model":"Cos-Common"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 20.86. Result ID: 698e26fbffc3901de09b3896. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Common","Ranking Model":"Adamic-Adar"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 20.85. Result ID: 698e26fbffc3901de09b3891. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"SAGE","Ranking Model":"Adamic-Adar"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 20.78. Result ID: 698e26fbffc3901de09b389c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Adamic-Adar","Ranking Model":"Cos-Common"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 20. Result ID: 698e26fbffc3901de09b38a1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Cos-Common","Ranking Model":"Cos-Common"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 19.86. Result ID: 698e26fbffc3901de09b389f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Cos-Common","Ranking Model":"Common"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 19.75. Result ID: 698e26fbffc3901de09b389a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Adamic-Adar","Ranking Model":"Common"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 19.62. Result ID: 698e26fbffc3901de09b3897. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Common","Ranking Model":"Cos-Common"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 19.28. Result ID: 698e26fbffc3901de09b3895. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"Common","Ranking Model":"Common"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 17.6. Result ID: 698e26fbffc3901de09b3892. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"SAGE","Ranking Model":"Cos-Common"}. This record does not assert independent reproduction. ### Filter & Rank Hits@K: 17.36. Result ID: 698e26fbffc3901de09b3890. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Filtering Model":"SAGE","Ranking Model":"Common"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.