Environmental Sound Classification on DCASE Task 1 2019 (incremental split (5 tasks))
58.1AccuracyUncertainty++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Uncertainty++Backbone=BC-ResNet-Mod, Buffer size (L)=5002025.12 | 58.1 | -0.079 | |
| UncertaintyBackbone=BC-ResNet-Mod, Buffer size (L)=5002025.12 | 57.8 | -0.079 | |
| ReservoirBackbone=BC-ResNet-Mod, Buffer size (L)=5002025.12 | 56.8 | -0.096 | |
| PrototypeBackbone=BC-ResNet-Mod, Buffer size (L)=5002025.12 | 55.9 | -0.089 | |
| RandomBackbone=BC-ResNet-Mod, Buffer size (L)=5002025.12 | 47.3 | -0.115 | |
| FinetuneBackbone=BC-ResNet-Mod, Buffer size (L)=5002025.12 | 20.5 | -0.276 |