# Open Information Extraction on CaRB 1-1 one-to-one mapping variant (test) Source: [Open Information Extraction on CaRB 1-1 one-to-one mapping variant (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:43:03.346Z Evaluation of Open Information Extraction performance on the test split of the CaRB 1-1 one-to-one mapping variant dataset. 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 | Open Information Extraction | | Dataset (including any stated split) | CaRB 1-1 one-to-one mapping variant (test) | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: SCALAR. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | OpenIE6 | 46.4 | Not recorded | 68fa68841e209131cea1c9d3 | | CIGL-OIE | 42.8 | Not recorded | 68fa68841e209131cea1c9d3 | | OpenIE5 | 42.7 | Not recorded | 68fa68841e209131cea1c9d3 | | IMoJIE | 41.4 | Not recorded | 68fa68841e209131cea1c9d3 | | IGL-OIE | 41.1 | Not recorded | 68fa68841e209131cea1c9d3 | | OpenIE4 | 40.5 | Not recorded | 68fa68841e209131cea1c9d3 | | ClausIE | 40.2 | Not recorded | 68fa68841e209131cea1c9d3 | | RnnOIE | 39.5 | Not recorded | 68fa68841e209131cea1c9d3 | | Cui et al. | 38.7 | Not recorded | 68fa68841e209131cea1c9d3 | | MinIE | 38.1 | Not recorded | 68fa68841e209131cea1c9d3 | | SpanOIE | 32.9 | Not recorded | 68fa68841e209131cea1c9d3 | | SenseOIE | 23.9 | Not recorded | 68fa68841e209131cea1c9d3 | ### OpenIE6 F1 Score: 46.4. Result ID: 698d74408b517eb433219fbe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":31.7,"Components":"CIGL-OIE + IGL-CA"}. This record does not assert independent reproduction. ### CIGL-OIE F1 Score: 42.8. Result ID: 698d74408b517eb433219fbd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":142}. This record does not assert independent reproduction. ### OpenIE5 F1 Score: 42.7. Result ID: 698d74408b517eb433219fb6. [Reporting paper]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":3.1}. This record does not assert independent reproduction. ### IMoJIE F1 Score: 41.4. Result ID: 698d74408b517eb433219fbb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":2.6}. This record does not assert independent reproduction. ### IGL-OIE F1 Score: 41.1. Result ID: 698d74408b517eb433219fbc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":142}. This record does not assert independent reproduction. ### OpenIE4 F1 Score: 40.5. Result ID: 698d74408b517eb433219fb5. [Reporting paper]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":20.1}. This record does not assert independent reproduction. ### ClausIE F1 Score: 40.2. Result ID: 698d74408b517eb433219fb4. [Reporting paper]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":4}. This record does not assert independent reproduction. ### RnnOIE F1 Score: 39.5. Result ID: 698d74408b517eb433219fb9. [Reporting paper]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":149.2}. This record does not assert independent reproduction. ### Cui et al. F1 Score: 38.7. Result ID: 698d74408b517eb433219fba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":11.5}. This record does not assert independent reproduction. ### MinIE F1 Score: 38.1. Result ID: 698d74408b517eb433219fb3. [Reporting paper]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":8.9}. This record does not assert independent reproduction. ### SpanOIE F1 Score: 32.9. Result ID: 698d74408b517eb433219fb8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":19.4}. This record does not assert independent reproduction. ### SenseOIE F1 Score: 23.9. Result ID: 698d74408b517eb433219fb7. [Reporting paper]() Recorded evaluation configuration: {"Speed (Sentences/sec.)":null}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.