Audio Classification on UrbanSound8k (400 labels)
19.39Top-1 Error RateSoftMatch/FreeMatch + SemiReward
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SoftMatch/FreeMatch + SemiRewardBackbone=Hubert [Hsu et al., 2021], SemiReward=true2023.10 | 19.39 | 2.3 | |
| FlexMatch + SemiRewardBackbone=Hubert [Hsu et al., 2021], SemiReward=true2023.10 | 23.45 | 2.3 | |
| FlexMatchBackbone=Hubert [Hsu et al., 2021], SemiReward=false2023.10 | 23.78 | — | |
| SoftMatch/FreeMatchBackbone=Hubert [Hsu et al., 2021], SemiReward=false2023.10 | 23.78 | — | |
| Pseudo Label + SemiRewardBackbone=Hubert [Hsu et al., 2021], SemiReward=true2023.10 | 25.27 | 2.3 | |
| Pseudo LabelBackbone=Hubert [Hsu et al., 2021], SemiReward=false2023.10 | 27.45 | — |