Tabular Anomaly Detection on Lymphography (F1 score)
1F1 ScoreCausalTAD
Evaluation results
| Method | Links | |
|---|---|---|
| CausalTADModel Variant=SmolLM-360M2026.02 | 1 | |
| CausalTADModel Variant=SmolLM-135M2026.02 | 0.833 | |
| AnoLLMModel Variant=SmolLM-360M2026.02 | 0.8 | |
| AnoLLMModel Variant=SmolLM-135M2026.02 | 0.767 | |
| KNNMethod Category=Classical methods2026.02 | 0.667 | |
| RCAMethod Category=Deep learning based methods2026.02 | 0.667 | |
| SLADMethod Category=Deep learning based methods2026.02 | 0.667 | |
| GOADMethod Category=Deep learning based methods2026.02 | 0.667 | |
| ICLMethod Category=Deep learning based methods2026.02 | 0.667 | |
| DTEMethod Category=Deep learning based methods2026.02 | 0.667 | |
| REPENMethod Category=Deep learning based methods2026.02 | 0.667 | |
| NeuTralMethod Category=Deep learning based methods2026.02 | 0.633 | |
| PCAMethod Category=Classical methods2026.02 | 0.567 | |
| DeepSVDDMethod Category=Deep learning based methods2026.02 | 0.567 | |
| ECODMethod Category=Classical methods2026.02 | 0.4 | |
| IForestMethod Category=Classical methods2026.02 | 0.233 |