# Link Prediction on FB122 (test-II) Source: [Link Prediction on FB122 (test-II)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:46:39.079Z Evaluation of Link Prediction performance on the FB122 dataset, specifically the test-II split. 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) | FB122 (test-II) | | Metric | Hits@3 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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@3](): Higher is better; unit: PERCENT. - [Hits@5](): Higher is better; unit: PERCENT. - [Hits@10](): Higher is better; unit: PERCENT. - [MRR](): Higher is better; unit: SCALAR. ## Recorded results | Method | Hits@3 | Result date | Report paper | | --- | --- | --- | --- | | ASR-ComplEx | 99.2 | Not recorded | 68fa66d01e209131cea1285a | | ASR-ComplEx | 99.2 | Not recorded | 68fa68821e209131cea1c8f9 | | GNTPs | 98.2 | Not recorded | 68fa66d01e209131cea1285a | | GNTPs | 98.2 | Not recorded | 68fa68821e209131cea1c8f9 | | ASR-DistMult | 98 | Not recorded | 68fa66d01e209131cea1285a | | ASR-DistMult | 98 | Not recorded | 68fa68821e209131cea1c8f9 | | Our Model | 94.8 | Not recorded | 68fa68821e209131cea1c8f9 | | DistMult | 92.3 | Not recorded | 68fa66d01e209131cea1285a | | DistMult | 92.3 | Not recorded | 68fa68821e209131cea1c8f9 | | ComplEx | 91.4 | Not recorded | 68fa66d01e209131cea1285a | | ComplEx | 91.4 | Not recorded | 68fa68821e209131cea1c8f9 | | RotatE | 86.8 | Not recorded | 68fa68821e209131cea1c8f9 | | KALE-Pre | 82.9 | Not recorded | 68fa66d01e209131cea1285a | | KALE-Pre | 82.9 | Not recorded | 68fa68821e209131cea1c8f9 | | KALE-Joint | 79.7 | Not recorded | 68fa66d01e209131cea1285a | | KALE-Joint | 79.7 | Not recorded | 68fa68821e209131cea1c8f9 | | TransE | 77.5 | Not recorded | 68fa66d01e209131cea1285a | | TransE | 77.5 | Not recorded | 68fa68821e209131cea1c8f9 | | CBR | 67.8 | Not recorded | 68fa68821e209131cea1c8f9 | ### ASR-ComplEx Hits@3: 99.2. Result ID: 698d09678b517eb4331e871e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Access to logic rules":"Yes"}. This record does not assert independent reproduction. ### ASR-ComplEx Hits@3: 99.2. Result ID: 698d73c78b517eb433219dea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"With Rules":true}. This record does not assert independent reproduction. ### GNTPs Hits@3: 98.2. Result ID: 698d09678b517eb4331e8722. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Access to logic rules":"No"}. This record does not assert independent reproduction. ### GNTPs Hits@3: 98.2. Result ID: 698d73c78b517eb433219dee. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### ASR-DistMult Hits@3: 98. Result ID: 698d09678b517eb4331e871d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Access to logic rules":"Yes"}. This record does not assert independent reproduction. ### ASR-DistMult Hits@3: 98. Result ID: 698d73c78b517eb433219de9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"With Rules":true}. This record does not assert independent reproduction. ### Our Model Hits@3: 94.8. Result ID: 698d73c78b517eb433219df1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### DistMult Hits@3: 92.3. Result ID: 698d09678b517eb4331e8720. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Access to logic rules":"No"}. This record does not assert independent reproduction. ### DistMult Hits@3: 92.3. Result ID: 698d73c78b517eb433219dec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### ComplEx Hits@3: 91.4. Result ID: 698d09678b517eb4331e8721. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Access to logic rules":"No"}. This record does not assert independent reproduction. ### ComplEx Hits@3: 91.4. Result ID: 698d73c78b517eb433219ded. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### RotatE Hits@3: 86.8. Result ID: 698d73c78b517eb433219def. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### KALE-Pre Hits@3: 82.9. Result ID: 698d09678b517eb4331e871b. [Reporting paper]() Recorded evaluation configuration: {"Access to logic rules":"Yes"}. This record does not assert independent reproduction. ### KALE-Pre Hits@3: 82.9. Result ID: 698d73c78b517eb433219de7. [Reporting paper]() Recorded evaluation configuration: {"With Rules":true}. This record does not assert independent reproduction. ### KALE-Joint Hits@3: 79.7. Result ID: 698d09678b517eb4331e871c. [Reporting paper]() Recorded evaluation configuration: {"Access to logic rules":"Yes"}. This record does not assert independent reproduction. ### KALE-Joint Hits@3: 79.7. Result ID: 698d73c78b517eb433219de8. [Reporting paper]() Recorded evaluation configuration: {"With Rules":true}. This record does not assert independent reproduction. ### TransE Hits@3: 77.5. Result ID: 698d09678b517eb4331e871f. [Reporting paper]() Recorded evaluation configuration: {"Access to logic rules":"No"}. This record does not assert independent reproduction. ### TransE Hits@3: 77.5. Result ID: 698d73c78b517eb433219deb. [Reporting paper]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### CBR Hits@3: 67.8. Result ID: 698d73c78b517eb433219df0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.