Tabular Anomaly Detection on 20news groups
76.6AUC-ROCAnoLLM
Evaluation results
| Method | Links | |
|---|---|---|
| AnoLLMBackbone=SmolLM-135M2026.02 | 76.6 | |
| CausalTADBackbone=SmolLM-135M2026.02 | 76.6 | |
| AnoLLMBackbone=SmolLM-360M2026.02 | 75.2 | |
| CausalTADBackbone=SmolLM-360M2026.02 | 75.2 | |
| ICL2026.02 | 67.1 | |
| NeuTral2026.02 | 65.8 | |
| SLAD2026.02 | 64 | |
| GOAD2026.02 | 63 | |
| IForest2026.02 | 62.3 | |
| PCA2026.02 | 62.3 | |
| ECOD2026.02 | 62 | |
| KNN2026.02 | 60.5 | |
| DTE2026.02 | 60 | |
| DeepSVDD2026.02 | 59.7 | |
| REPEN2026.02 | 57.4 | |
| RCA2026.02 | 54.6 |