# Link Prediction on FB122 (test-I) Source: [Link Prediction on FB122 (test-I)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:46:39.060Z Evaluation of Link Prediction performance on the test-I split of the FB122 knowledge graph dataset, typically measured using metrics like MRR and 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) | FB122 (test-I) | | 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 | | --- | --- | --- | --- | | RotatE | 51.1 | Not recorded | 68fa68821e209131cea1c8f9 | | Our Model | 49 | Not recorded | 68fa68821e209131cea1c8f9 | | CBR | 40 | Not recorded | 68fa68821e209131cea1c8f9 | | KALE-Joint | 38.4 | Not recorded | 68fa66d01e209131cea1285a | | KALE-Joint | 38.4 | Not recorded | 68fa68821e209131cea1c8f9 | | ASR-ComplEx | 37.3 | Not recorded | 68fa66d01e209131cea1285a | | ASR-ComplEx | 37.3 | Not recorded | 68fa68821e209131cea1c8f9 | | ComplEx | 37 | Not recorded | 68fa66d01e209131cea1285a | | ComplEx | 37 | Not recorded | 68fa68821e209131cea1c8f9 | | ASR-DistMult | 36.3 | Not recorded | 68fa66d01e209131cea1285a | | ASR-DistMult | 36.3 | Not recorded | 68fa68821e209131cea1c8f9 | | TransE | 36 | Not recorded | 68fa66d01e209131cea1285a | | DistMult | 36 | Not recorded | 68fa66d01e209131cea1285a | | TransE | 36 | Not recorded | 68fa68821e209131cea1c8f9 | | DistMult | 36 | Not recorded | 68fa68821e209131cea1c8f9 | | KALE-Pre | 35.8 | Not recorded | 68fa66d01e209131cea1285a | | KALE-Pre | 35.8 | Not recorded | 68fa68821e209131cea1c8f9 | | GNTPs | 33.7 | Not recorded | 68fa66d01e209131cea1285a | | GNTPs | 33.7 | Not recorded | 68fa68821e209131cea1c8f9 | ### RotatE Hits@3: 51.1. Result ID: 698d73c78b517eb433219de4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### Our Model Hits@3: 49. Result ID: 698d73c78b517eb433219de6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### CBR Hits@3: 40. Result ID: 698d73c78b517eb433219de5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### KALE-Joint Hits@3: 38.4. Result ID: 698d09678b517eb4331e8714. [Reporting paper]() Recorded evaluation configuration: {"Access to logic rules":"Yes"}. This record does not assert independent reproduction. ### KALE-Joint Hits@3: 38.4. Result ID: 698d73c78b517eb433219ddd. [Reporting paper]() Recorded evaluation configuration: {"With Rules":true}. This record does not assert independent reproduction. ### ASR-ComplEx Hits@3: 37.3. Result ID: 698d09678b517eb4331e8716. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Access to logic rules":"Yes"}. This record does not assert independent reproduction. ### ASR-ComplEx Hits@3: 37.3. Result ID: 698d73c78b517eb433219ddf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"With Rules":true}. This record does not assert independent reproduction. ### ComplEx Hits@3: 37. Result ID: 698d09678b517eb4331e8719. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Access to logic rules":"No"}. This record does not assert independent reproduction. ### ComplEx Hits@3: 37. Result ID: 698d73c78b517eb433219de2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### ASR-DistMult Hits@3: 36.3. Result ID: 698d09678b517eb4331e8715. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Access to logic rules":"Yes"}. This record does not assert independent reproduction. ### ASR-DistMult Hits@3: 36.3. Result ID: 698d73c78b517eb433219dde. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"With Rules":true}. This record does not assert independent reproduction. ### TransE Hits@3: 36. Result ID: 698d09678b517eb4331e8717. [Reporting paper]() Recorded evaluation configuration: {"Access to logic rules":"No"}. This record does not assert independent reproduction. ### DistMult Hits@3: 36. Result ID: 698d09678b517eb4331e8718. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Access to logic rules":"No"}. This record does not assert independent reproduction. ### TransE Hits@3: 36. Result ID: 698d73c78b517eb433219de0. [Reporting paper]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### DistMult Hits@3: 36. Result ID: 698d73c78b517eb433219de1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"With Rules":false}. This record does not assert independent reproduction. ### KALE-Pre Hits@3: 35.8. Result ID: 698d09678b517eb4331e8713. [Reporting paper]() Recorded evaluation configuration: {"Access to logic rules":"Yes"}. This record does not assert independent reproduction. ### KALE-Pre Hits@3: 35.8. Result ID: 698d73c78b517eb433219ddc. [Reporting paper]() Recorded evaluation configuration: {"With Rules":true}. This record does not assert independent reproduction. ### GNTPs Hits@3: 33.7. Result ID: 698d09678b517eb4331e871a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Access to logic rules":"No"}. This record does not assert independent reproduction. ### GNTPs Hits@3: 33.7. Result ID: 698d73c78b517eb433219de3. [Reporting paper]() [Method origin paper]() [Implementation]() 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.