# Link Prediction on FBinc-L Source: [Link Prediction on FBinc-L]() Collection index: [llms.txt]() Data updated: 2026-05-29T09:53:29.625Z Evaluation of Link Prediction performance on the FBinc-L dataset, reporting metrics including MRR, H@3, Omega\_base, and Omega\_new. 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) | FBinc-L | | Metric | MRR | | Unit | SCALAR | | 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 - [MRR](): Higher is better; unit: SCALAR. - [H@3](): Higher is better; unit: SCALAR. - [Omega\_base](): Higher is better; unit: SCALAR. - [Omega\_new](): Higher is better; unit: SCALAR. ## Recorded results | Method | MRR | Result date | Report paper | | --- | --- | --- | --- | | incDE | 0.308 | Not recorded | 691aabf86750be83fe5ce1e9 | | incDE | 0.308 | Not recorded | 691aabf86750be83fe5ce1e9 | | incDE | 0.301 | Not recorded | 691aabf86750be83fe5ce1e9 | | Retrain | 0.3 | Not recorded | 691aabf86750be83fe5ce1e9 | | LKGE | 0.299 | Not recorded | 691aabf86750be83fe5ce1e9 | | LKGE | 0.29 | Not recorded | 691aabf86750be83fe5ce1e9 | | LKGE | 0.286 | Not recorded | 691aabf86750be83fe5ce1e9 | | EMR | 0.27 | Not recorded | 691aabf86750be83fe5ce1e9 | | FT | 0.268 | Not recorded | 691aabf86750be83fe5ce1e9 | | EWC | 0.266 | Not recorded | 691aabf86750be83fe5ce1e9 | | EWC | 0.265 | Not recorded | 691aabf86750be83fe5ce1e9 | | EWC | 0.259 | Not recorded | 691aabf86750be83fe5ce1e9 | | EMR | 0.238 | Not recorded | 691aabf86750be83fe5ce1e9 | | FT | 0.237 | Not recorded | 691aabf86750be83fe5ce1e9 | | FT | 0.187 | Not recorded | 691aabf86750be83fe5ce1e9 | | EMR | 0.186 | Not recorded | 691aabf86750be83fe5ce1e9 | ### incDE MRR: 0.308. Result ID: 6a1960f2fbc373592c14283d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Model"}. This record does not assert independent reproduction. ### incDE MRR: 0.308. Result ID: 6a1960f2fbc373592c14283e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Schema"}. This record does not assert independent reproduction. ### incDE MRR: 0.301. Result ID: 6a1960f2fbc373592c14283c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Rand."}. This record does not assert independent reproduction. ### Retrain MRR: 0.3. Result ID: 6a1960f2fbc373592c14282f. [Reporting paper]() Recorded evaluation configuration: {"Initialization":"N/A"}. This record does not assert independent reproduction. ### LKGE MRR: 0.299. Result ID: 6a1960f2fbc373592c14283b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Schema"}. This record does not assert independent reproduction. ### LKGE MRR: 0.29. Result ID: 6a1960f2fbc373592c14283a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Model"}. This record does not assert independent reproduction. ### LKGE MRR: 0.286. Result ID: 6a1960f2fbc373592c142839. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Rand."}. This record does not assert independent reproduction. ### EMR MRR: 0.27. Result ID: 6a1960f2fbc373592c142838. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Schema"}. This record does not assert independent reproduction. ### FT MRR: 0.268. Result ID: 6a1960f2fbc373592c142832. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Schema"}. This record does not assert independent reproduction. ### EWC MRR: 0.266. Result ID: 6a1960f2fbc373592c142835. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Schema"}. This record does not assert independent reproduction. ### EWC MRR: 0.265. Result ID: 6a1960f2fbc373592c142834. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Model"}. This record does not assert independent reproduction. ### EWC MRR: 0.259. Result ID: 6a1960f2fbc373592c142833. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Rand."}. This record does not assert independent reproduction. ### EMR MRR: 0.238. Result ID: 6a1960f2fbc373592c142837. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Model"}. This record does not assert independent reproduction. ### FT MRR: 0.237. Result ID: 6a1960f2fbc373592c142831. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Model"}. This record does not assert independent reproduction. ### FT MRR: 0.187. Result ID: 6a1960f2fbc373592c142830. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Rand."}. This record does not assert independent reproduction. ### EMR MRR: 0.186. Result ID: 6a1960f2fbc373592c142836. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Initialization":"Rand."}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.