Individual Instrument Classification on TinySOL
97.5Top-1 AccuracyCLIP ViT-B/32
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CLIP ViT-B/32Backbone=ViT-B/322026.06 | 97.5 | — | |
| Expert features (MFCC) + linear SVMType=Expert Features2026.06 | 90 | — | |
| DinoV3 ViT-SBackbone=ViT-S2026.06 | 89.9 | — | |
| PlanFormerProtocol=Linear probing (5-fold CV), Classes=14, Type=Phys+Sem2026.06 | 80.5 | 95.5 | |
| Random Init.Classes=14, Type=Phys+Sem2026.06 | 74.8 | — |