MIMII
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | MIMII | AUC67.8 | 12 | |
| Anomaly Detection | MIMII DCASE2020 Challenge (test) | AUC97.28 | 7 | |
| Out-of-Distribution Detection | MIMII-DG (test) | AUROC0.9286 | 6 | |
| XAI Faithfulness Evaluation | MIMII valve 1.0 (test) | Spearman Correlation0.751 | 4 | |
| XAI Faithfulness Evaluation | MIMII Vacuum 1.0 (test) | Spearman Correlation0.968 | 4 | |
| XAI Faithfulness Evaluation | MIMII slider 1.0 (test) | Spearman Correlation0.943 | 4 | |
| XAI Faithfulness Evaluation | MIMII shaker 1.0 (test) | Spearman Correlation0.974 | 4 | |
| XAI Faithfulness Evaluation | MIMII grinder 1.0 (test) | Spearman Correlation0.949 | 4 | |
| XAI Faithfulness Evaluation | MIMII gearbox 1.0 (test) | Spearman Correlation0.595 | 4 | |
| XAI Faithfulness Evaluation | MIMII fan 1.0 (test) | Spearman Correlation0.976 | 4 | |
| XAI Faithfulness Evaluation | MIMII bearing 1.0 (test) | Spearman Correlation0.889 | 4 | |
| XAI Faithfulness Evaluation | MIMII bandsaw 1.0 (test) | Spearman Correlation0.69 | 4 |
Showing 12 of 12 rows