# Temporal Relation Classification on TempEval-3 (Platinum) Source: [Temporal Relation Classification on TempEval-3 (Platinum)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:15.055Z Evaluation of Temporal Relation Classification performance on the Platinum split of the TempEval-3 dataset, measured using Precision, Recall, F1 score, and relative F1 improvement. 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 | Temporal Relation Classification | | Dataset (including any stated split) | TempEval-3 (Platinum) | | Metric | Precision | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [Relative F1 Improvement](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | SP+ILP | 69.1 | Not recorded | 68fa65e21e209131cea0d2c7 | | AP+ILP | 62.2 | Not recorded | 68fa65e21e209131cea0d2c7 | | AP-2 | 58 | Not recorded | 68fa65e21e209131cea0d2c7 | | AP-1 | 56.3 | Not recorded | 68fa65e21e209131cea0d2c7 | | UTTime | 55.6 | Not recorded | 68fa65e21e209131cea0d2c7 | ### SP+ILP Precision: 69.1. Result ID: 698cd1378b517eb4331cf2e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"TB+AQ, VC, TD","Inference Strategy":"ILP (Global)","Algorithm":"Structured Perceptron"}. This record does not assert independent reproduction. ### AP+ILP Precision: 62.2. Result ID: 698cd1378b517eb4331cf2e7. [Reporting paper]() Recorded evaluation configuration: {"Training Data":"TB+AQ, VC, TD","Inference Strategy":"ILP (Global)","Algorithm":"Averaged Perceptron"}. This record does not assert independent reproduction. ### AP-2 Precision: 58. Result ID: 698cd1378b517eb4331cf2e6. [Reporting paper]() Recorded evaluation configuration: {"Training Data":"TB+AQ, VC, TD","Inference Strategy":"Local","Algorithm":"Averaged Perceptron"}. This record does not assert independent reproduction. ### AP-1 Precision: 56.3. Result ID: 698cd1378b517eb4331cf2e5. [Reporting paper]() Recorded evaluation configuration: {"Training Data":"TB+AQ","Inference Strategy":"Local","Algorithm":"Averaged Perceptron"}. This record does not assert independent reproduction. ### UTTime Precision: 55.6. Result ID: 698cd1378b517eb4331cf2e4. [Reporting paper]() Recorded evaluation configuration: {"Training Data":"TB+AQ","Inference Strategy":"Local"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.