ResearchBenchmarksSemantic Representation Evaluation on UpWork Narrative Situations Firefighting (test)Semantic Representation Evaluation on UpWork Narrative Situations Firefighting (test)Follow98Preference RateOperator-1.8424.085075.92Nov 10, 2025Evaluation resultsMethodMethodLinksPreference RateOperatorCompared Baseline=GLENCompared Baseline=GLEN2025.1198OperatorCompared Baseline=BERT...Compared Baseline=BERT-SRL2025.1198OperatorCompared Baseline=FSTCompared Baseline=FST2025.1179FSTCompared Against=OperatorCompared Against=Operator2025.1121GLENCompared Against=OperatorCompared Against=Operator2025.112BERT-SRLCompared Against=OperatorCompared Against=Operator2025.112