ResearchBenchmarksTabular Anomaly Detection on ForestCoverFollow0.936AUC ROCDTE0.18720.38160.5760.7704Feb 8, 2026Evaluation ResultsMethodMethodLinksAUC ROCDTE2026.020.936KNN2026.020.904ECOD2026.020.893ICL2026.020.893PCA2026.020.877RCA2026.020.861CausalTAD-135Mbackbone=SmolLM-135Mbackbone=SmolLM-135M2026.020.835NeuTral2026.020.819SLAD2026.020.817REPEN2026.020.794IForest2026.020.705AnoLLM-135Mbackbone=SmolLM-135Mbackbone=SmolLM-135M2026.020.703DeepSVDD2026.020.622GOAD2026.020.216