Recognition on UrbanSound (Urban-S)
71.6Top-1 AccuracyImageBind
Evaluation Results
| Method | Links | |
|---|---|---|
| ImageBindSetting=Fine-tuning, Protocol=linear2024.03 | 71.6 | |
| PointBindSetting=Fine-tuning, Protocol=linear2024.03 | 71.6 | |
| PointBind (+Event)Setting=Fine-tuning2024.03 | 71.6 | |
| Ours w/ PointBindSetting=Fine-tuning2024.03 | 69.09 | |
| Ours w/ PointBindSetting=Zero-shot2024.03 | 62.56 | |
| ImageBindSetting=Zero-shot2024.03 | 41.73 | |
| PointBindSetting=Zero-shot2024.03 | 41.73 | |
| PointBind (+Event)Setting=Zero-shot2024.03 | 41.73 |