Tabular Anomaly Detection on Satellite
0.843AUC-ROCCausalTAD-135M
Evaluation results
| Method | Links | |
|---|---|---|
| CausalTAD-135Mbackbone=SmolLM-135M2026.02 | 0.843 | |
| KNN2026.02 | 0.817 | |
| RTTAD2026.05 | 0.8143 | |
| MCM2026.05 | 0.8065 | |
| SLAD2026.02 | 0.801 | |
| SLAD2026.05 | 0.8006 | |
| DRL2026.05 | 0.7992 | |
| ICL2026.02 | 0.794 | |
| NeuTraLAD2026.05 | 0.7912 | |
| TTAD2026.05 | 0.7911 | |
| AnoLLM-135Mbackbone=SmolLM-135M2026.02 | 0.789 | |
| NeuTral2026.02 | 0.786 | |
| IForest2026.02 | 0.777 | |
| ICL2026.05 | 0.7756 | |
| DTE2026.02 | 0.765 | |
| GOAD2026.02 | 0.752 | |
| RCA2026.02 | 0.73 | |
| DeepSVDD2026.02 | 0.718 | |
| GOAD2026.05 | 0.7155 | |
| REPEN2026.02 | 0.69 | |
| DIF2026.05 | 0.6738 | |
| PCA2026.02 | 0.666 | |
| EPHAD2026.05 | 0.6441 | |
| DeepSVDD2026.05 | 0.6331 | |
| ECOD2026.02 | 0.622 | |
| ECOD2026.05 | 0.6086 | |
| LUNAR2026.05 | 0.5747 | |
| LOF2026.05 | 0.5694 | |
| Iforest2026.05 | 0.5634 | |
| OCSVM2026.05 | 0.5 |