# Relation Triple Extraction on WebNLG original (test) Source: [Relation Triple Extraction on WebNLG original (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:43:52.656Z Evaluation of Relation Triple Extraction performance on the test split of the WebNLG original dataset, measured using Precision, Recall, and F1 scores. 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 | Relation Triple Extraction | | Dataset (including any stated split) | WebNLG original (test) | | Metric | F1 Score (%) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 33 of 33 | | 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. - [Precision (%)](): Higher is better; unit: PERCENT. - [Recall (%)](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score (%) | Result date | Report paper | | --- | --- | --- | --- | | UniRel | 94.7 | Not recorded | 68fa6dff1e209131cea3d46b | | OneRel | 94.3 | Not recorded | 68fa6dff1e209131cea3d46b | | GRTE | 93.9 | Not recorded | 68fa6dff1e209131cea3d46b | | UniRel | 93.9 | Not recorded | 68fa6dff1e209131cea3d46b | | PFN | 93.6 | Not recorded | 68fa6dff1e209131cea3d46b | | R-BPtrNet | 93.3 | Not recorded | 68fa6dff1e209131cea3d46b | | TDEER | 93.1 | Not recorded | 68fa6dff1e209131cea3d46b | | PRGC | 93 | Not recorded | 68fa6dff1e209131cea3d46b | | EmRel | 92.9 | Not recorded | 68fa6dff1e209131cea3d46b | | TPlinker | 91.9 | Not recorded | 68fa6dff1e209131cea3d46b | | CASREL | 91.8 | Not recorded | 68fa67cd1e209131cea1888f | | CasRel | 91.8 | Not recorded | 68fa6dff1e209131cea3d46b | | CASREL\_LSTM | 83.7 | Not recorded | 68fa67cd1e209131cea1888f | | ETL-Span | 83.1 | Not recorded | 68fa671b1e209131cea1449e | | ETL-BIES | 82.3 | Not recorded | 68fa671b1e209131cea1449e | | CASREL\_random | 82 | Not recorded | 68fa67cd1e209131cea1888f | | UniRel | 71.7 | Not recorded | 68fa6dff1e209131cea3d46b | | OrderRL | 61.6 | Not recorded | 68fa671b1e209131cea1449e | | CopyR\_RL | 61.6 | Not recorded | 68fa67cd1e209131cea1888f | | OrderCopyRE | 61.6 | Not recorded | 68fa6dff1e209131cea3d46b | | CopyR\_RL | 61 | Not recorded | 68fa67cd1e209131cea1888f | | MultiHead | 55.7 | Not recorded | 68fa671b1e209131cea1449e | | GraphRel | 42.9 | Not recorded | 68fa671b1e209131cea1449e | | GraphRel\_2p | 42.9 | Not recorded | 68fa67cd1e209131cea1888f | | GraphRel | 42.9 | Not recorded | 68fa6dff1e209131cea3d46b | | GraphRel\_1p | 40.7 | Not recorded | 68fa67cd1e209131cea1888f | | MultiDecoder | 37.1 | Not recorded | 68fa671b1e209131cea1449e | | CopyR\_Multi\_Decoder | 37.1 | Not recorded | 68fa67cd1e209131cea1888f | | CopyRE | 37.1 | Not recorded | 68fa6dff1e209131cea3d46b | | CopyR\_One\_Decoder | 30.5 | Not recorded | 68fa67cd1e209131cea1888f | | NovelTagging | 28.3 | Not recorded | 68fa671b1e209131cea1449e | | NovelTagging | 28.3 | Not recorded | 68fa67cd1e209131cea1888f | | NovelTagging | 28.3 | Not recorded | 68fa6dff1e209131cea3d46b | ### UniRel F1 Score (%): 94.7. Result ID: 698ffe2e3a6c314849fd533f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OneRel F1 Score (%): 94.3. Result ID: 698ffe2e3a6c314849fd533e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"BERT"}. This record does not assert independent reproduction. ### GRTE F1 Score (%): 93.9. Result ID: 698ffe2e3a6c314849fd533c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"BERT"}. This record does not assert independent reproduction. ### UniRel F1 Score (%): 93.9. Result ID: 698ffe2e3a6c314849fd5341. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Variant":"separate"}. This record does not assert independent reproduction. ### PFN F1 Score (%): 93.6. Result ID: 698ffe2e3a6c314849fd533a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### R-BPtrNet F1 Score (%): 93.3. Result ID: 698ffe2e3a6c314849fd5339. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"BERT"}. This record does not assert independent reproduction. ### TDEER F1 Score (%): 93.1. Result ID: 698ffe2e3a6c314849fd533b. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"BERT"}. This record does not assert independent reproduction. ### PRGC F1 Score (%): 93. Result ID: 698ffe2e3a6c314849fd5338. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"BERT"}. This record does not assert independent reproduction. ### EmRel F1 Score (%): 92.9. Result ID: 698ffe2e3a6c314849fd533d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TPlinker F1 Score (%): 91.9. Result ID: 698ffe2e3a6c314849fd5337. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT"}. This record does not assert independent reproduction. ### CASREL F1 Score (%): 91.8. Result ID: 698d46518b517eb433204b5f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"backbone":"BERT","initialization":"pre-trained weights"}. This record does not assert independent reproduction. ### CasRel F1 Score (%): 91.8. Result ID: 698ffe2e3a6c314849fd5336. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT"}. This record does not assert independent reproduction. ### CASREL\_LSTM F1 Score (%): 83.7. Result ID: 698d46518b517eb433204b5e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"backbone":"LSTM","initialization":"GloVe"}. This record does not assert independent reproduction. ### ETL-Span F1 Score (%): 83.1. Result ID: 698d18a48b517eb4331efbaa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ETL-BIES F1 Score (%): 82.3. Result ID: 698d18a48b517eb4331efba9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CASREL\_random F1 Score (%): 82. Result ID: 698d46518b517eb433204b5d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"backbone":"BERT","initialization":"random"}. This record does not assert independent reproduction. ### UniRel F1 Score (%): 71.7. Result ID: 698ffe2e3a6c314849fd5340. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Variant":"unused"}. This record does not assert independent reproduction. ### OrderRL F1 Score (%): 61.6. Result ID: 698d18a48b517eb4331efba8. [Reporting paper]() Recorded evaluation configuration: {"reported\_in\_other\_works":"†"}. This record does not assert independent reproduction. ### CopyR\_RL F1 Score (%): 61.6. Result ID: 698d46518b517eb433204b5b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OrderCopyRE F1 Score (%): 61.6. Result ID: 698ffe2e3a6c314849fd5335. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CopyR\_RL F1 Score (%): 61. Result ID: 698d46518b517eb433204b5c. [Reporting paper]() Recorded evaluation configuration: {"re-implementation":true}. This record does not assert independent reproduction. ### MultiHead F1 Score (%): 55.7. Result ID: 698d18a48b517eb4331efba6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"official\_implementation":"\*"}. This record does not assert independent reproduction. ### GraphRel F1 Score (%): 42.9. Result ID: 698d18a48b517eb4331efba7. [Reporting paper]() Recorded evaluation configuration: {"reported\_in\_other\_works":"†"}. This record does not assert independent reproduction. ### GraphRel\_2p F1 Score (%): 42.9. Result ID: 698d46518b517eb433204b5a. [Reporting paper]() Recorded evaluation configuration: {"passes":"2p"}. This record does not assert independent reproduction. ### GraphRel F1 Score (%): 42.9. Result ID: 698ffe2e3a6c314849fd5334. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GraphRel\_1p F1 Score (%): 40.7. Result ID: 698d46518b517eb433204b59. [Reporting paper]() Recorded evaluation configuration: {"passes":"1p"}. This record does not assert independent reproduction. ### MultiDecoder F1 Score (%): 37.1. Result ID: 698d18a48b517eb4331efba5. [Reporting paper]() Recorded evaluation configuration: {"quoted\_from\_paper":"‡"}. This record does not assert independent reproduction. ### CopyR\_Multi\_Decoder F1 Score (%): 37.1. Result ID: 698d46518b517eb433204b58. [Reporting paper]() Recorded evaluation configuration: {"decoder\_structure":"multi-decoder"}. This record does not assert independent reproduction. ### CopyRE F1 Score (%): 37.1. Result ID: 698ffe2e3a6c314849fd5333. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CopyR\_One\_Decoder F1 Score (%): 30.5. Result ID: 698d46518b517eb433204b57. [Reporting paper]() Recorded evaluation configuration: {"decoder\_structure":"one-decoder"}. This record does not assert independent reproduction. ### NovelTagging F1 Score (%): 28.3. Result ID: 698d18a48b517eb4331efba4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"reported\_in\_other\_works":"†"}. This record does not assert independent reproduction. ### NovelTagging F1 Score (%): 28.3. Result ID: 698d46518b517eb433204b56. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NovelTagging F1 Score (%): 28.3. Result ID: 698ffe2e3a6c314849fd5332. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.