ResearchBenchmarksTax Compliance Inference on RSI-Togo-Fiscal SyntheticTax Compliance Inference on RSI-Togo-Fiscal SyntheticFollow96.7F1 ScoreXGBoost5.1828.9452.776.46Mar 23, 2026Evaluation resultsMethodMethodLinksF1 ScoreAUCRecallXGBoostLabels?=Yes, Update co...Labels?=Yes, Update cost=683–1082 ms2026.0396.799.997.8RSILabels?=No, Update cos...Labels?=No, Update cost=<1 ms2026.0351.959.990.9RBSLabels?=No, Update cos...Labels?=No, Update cost=∼0 ms2026.0318.2—21.4MLPLabels?=Yes, Update co...Labels?=Yes, Update cost=61 ms2026.038.774.715.3