Audio Classification on UrbanSound8K 100 labels
0.3497Top-1 Error RateSoftMatch/FreeMatch + SemiReward
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SoftMatch/FreeMatch + SemiRewardBackbone=Hubert [Hsu et al., 2021], SemiReward=true2023.10 | 0.3497 | 1.93 | |
| FlexMatch + SemiRewardBackbone=Hubert [Hsu et al., 2021], SemiReward=true2023.10 | 0.3606 | 1.93 | |
| Pseudo Label + SemiRewardBackbone=Hubert [Hsu et al., 2021], SemiReward=true2023.10 | 0.3647 | 1.93 | |
| SoftMatch/FreeMatchBackbone=Hubert [Hsu et al., 2021], SemiReward=false2023.10 | 0.3768 | — | |
| Pseudo LabelBackbone=Hubert [Hsu et al., 2021], SemiReward=false2023.10 | 0.3774 | — | |
| FlexMatchBackbone=Hubert [Hsu et al., 2021], SemiReward=false2023.10 | 0.3788 | — |