Instrument Family Classification on TinySOL
99.1Top-1 AccuracyCLIP ViT-B/32
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CLIP ViT-B/32Backbone=ViT-B/322026.06 | 99.1 | — | |
| DinoV3 ViT-SBackbone=ViT-S2026.06 | 96.5 | — | |
| PlanFormerProtocol=Linear probing (5-fold CV), Classes=4, Type=Physical2026.06 | 91.7 | — | |
| Random Init.Classes=4, Type=Physical2026.06 | 91.6 | — | |
| Expert features (MFCC) + linear SVMType=Expert Features2026.06 | 90.6 | — |