Anomaly Detection on DCASE RMIS Benchmark
74.2DCASE 20 ScoreBEATs
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| BEATsScale=iter32025.07 | 74.2 | 60.5 | 58.95 | 63.31 | 56.93 | 59.09 | 62.16 | 57.3 | |
| EATScale=large2025.07 | 73.81 | 57.06 | 57.94 | 60.29 | 57.78 | 60.34 | 61.2 | 58.03 | |
| EATScale=base302025.07 | 72.69 | 58.03 | 58.84 | 59.35 | 56.48 | 58.65 | 60.67 | 57.62 | |
| FISHERScale=small2025.07 | 71.04 | 59.48 | 59.64 | 62.63 | 55.62 | 58.46 | 61.15 | 62.23 | |
| FISHERScale=tiny2025.07 | 70.86 | 58.76 | 56.4 | 58.62 | 53.64 | 56.37 | 59.11 | 61.12 | |
| FISHERScale=mini2025.07 | 70.19 | 58.4 | 57.62 | 61.07 | 54.59 | 55.75 | 59.6 | 61.43 | |
| DaShengScale=1.2B2025.07 | 69.52 | 57.06 | 55.82 | 61.14 | 56.32 | 56.01 | 59.31 | 55.91 | |
| DaShengScale=base2025.07 | 69.25 | 57.28 | 56.02 | 60.95 | 56.39 | 55.82 | 59.28 | 56.37 | |
| DaShengScale=0.6B2025.07 | 68.35 | 56.76 | 55.35 | 59.85 | 56.34 | 55.41 | 58.68 | 55.43 | |
| CEDScale=base2025.07 | 67.6 | 56.67 | 56.95 | 60.99 | 57.89 | 58.45 | 59.76 | 56.71 | |
| CEDScale=small2025.07 | 67.5 | 56.65 | 56.87 | 60.76 | 57.88 | 58.15 | 59.63 | 56.01 | |
| CEDScale=mini2025.07 | 67.48 | 56.35 | 56.59 | 60.05 | 57.44 | 58.26 | 59.36 | 55.95 | |
| CEDScale=tiny2025.07 | 66.99 | 56.17 | 56.75 | 60.09 | 56.4 | 58.4 | 59.15 | 55.36 | |
| AudioMAEScale=base2025.07 | 63.87 | 54.86 | 56.34 | 57.96 | 55.3 | 56.82 | 57.52 | 51.61 |