Tabular Anomaly Detection on Seismic
0.791AUC-ROCCausalTAD
Evaluation results
| Method | Links | |
|---|---|---|
| CausalTADBackbone=SmolLM-360M2026.02 | 0.791 | |
| CausalTADBackbone=SmolLM-135M2026.02 | 0.783 | |
| AnoLLMBackbone=SmolLM-360M2026.02 | 0.746 | |
| CausalTAD-135Mbackbone=SmolLM-135M2026.02 | 0.746 | |
| KNN2026.02 | 0.738 | |
| KNN2026.02 | 0.738 | |
| RCA2026.02 | 0.727 | |
| RCA2026.02 | 0.727 | |
| REPEN2026.02 | 0.724 | |
| REPEN2026.02 | 0.724 | |
| ICL2026.02 | 0.719 | |
| ICL2026.02 | 0.719 | |
| GOAD2026.02 | 0.717 | |
| GOAD2026.02 | 0.717 | |
| SLAD2026.02 | 0.714 | |
| DTE2026.02 | 0.714 | |
| SLAD2026.02 | 0.714 | |
| DTE2026.02 | 0.714 | |
| DeepSVDD2026.02 | 0.713 | |
| DeepSVDD2026.02 | 0.713 | |
| AnoLLMBackbone=SmolLM-135M2026.02 | 0.712 | |
| AnoLLM-135Mbackbone=SmolLM-135M2026.02 | 0.712 | |
| IForest2026.02 | 0.692 | |
| PCA2026.02 | 0.692 | |
| ECOD2026.02 | 0.692 | |
| IForest2026.02 | 0.692 | |
| PCA2026.02 | 0.692 | |
| ECOD2026.02 | 0.692 | |
| NeuTral2026.02 | 0.681 | |
| NeuTral2026.02 | 0.681 |