Anomaly Detection on Glass (AUC-PR)
57.5AUC-PRLUNAR
Evaluation Results
| Method | Links | |
|---|---|---|
| LUNARk=32026.05 | 57.5 | |
| DeepSVDDk=32026.05 | 51.18 | |
| LLM-DASVariant=DRL2025.10 | 49.34 | |
| LOFk=32026.05 | 34.82 | |
| OCSVMk=32026.05 | 34.72 | |
| ICL2025.10 | 25.73 | |
| AnoLLMModel Scale=35M2025.10 | 24.7 | |
| AnoLLMModel Scale=360M2025.10 | 23.4 | |
| ICLk=32026.05 | 23.09 | |
| NPT-AD2025.10 | 22.04 | |
| DTE2025.10 | 21.51 | |
| TTADk=32026.05 | 21.34 | |
| MCM2025.10 | 19.05 | |
| Iforestk=32026.05 | 17.21 | |
| DRL2025.10 | 16.7 | |
| ECODk=32026.05 | 16.58 | |
| RTTADk=32026.05 | 15.04 | |
| LLM-DASVariant=PCA2025.10 | 12.78 | |
| EPHADk=32026.05 | 12.04 | |
| NeuTraLADk=32026.05 | 12.01 | |
| DRLk=32026.05 | 11.91 | |
| ECOD2025.10 | 11.13 | |
| SLADk=32026.05 | 11.05 | |
| KNN2025.10 | 10.99 | |
| MCMk=32026.05 | 10.99 | |
| AutoEncoder2025.10 | 10.79 | |
| DIFk=32026.05 | 10.13 | |
| GOADk=32026.05 | 9.94 | |
| IForest2025.10 | 9.52 | |
| LOF2025.10 | 9.23 | |
| DeepSVDD2025.10 | 9.12 | |
| OCSVM2025.10 | 8.96 | |
| PCA2025.10 | 8.96 |