ResearchBenchmarksSingle-step prediction on Validation (val)Single-step prediction on Validation (val)Follow75.3Top-1 AccuracyCCRE64.17267.06169.9572.839May 15, 2026Evaluation resultsMethodMethodLinksTop-1 AccuracyPrediction GapCCREKey settings=m=3, topo...Key settings=m=3, topology-masked2026.0575.3—CatBoostKey settings=400 iters...Key settings=400 iters, depth 82026.0569.6-5.7RFKey settings=200 trees...Key settings=200 trees, depth 102026.0564.6-10.7XGBoostKey settings=600 est.,...Key settings=600 est., depth 82026.0564.6-10.7