List your company
ResearchFormerly WizWand

Speech Classification on Speech Commands v2

98.8AccuracyASiT
60.3270.3180.390.29May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ASiTBackbone=ViT-B/16, Pre-training Data=AS, Pre-training Parameters=96M, Fine-tuning Parameters=86M, Evaluation Protocol=fine-tuning2026.0598.8
A-JEPABackbone=ViT-B/16, Pre-training Data=AS, Pre-training Parameters=354M, Fine-tuning Parameters=86M, Evaluation Protocol=fine-tuning2026.0598.5
AudioMosaicBackbone=ViT-B/16, Pre-training Data=AS, Pre-training Parameters=86M, Fine-tuning Parameters=86M, Evaluation Protocol=fine-tuning2026.0598.4
Audio-MAEBackbone=ViT-B/16, Pre-training Data=AS, Pre-training Parameters=137M, Fine-tuning Parameters=86M, Evaluation Protocol=fine-tuning2026.0598.3
BEATsiter3Backbone=ViT-B/16, Pre-training Data=AS, Pre-training Parameters=182M, Fine-tuning Parameters=91M, Evaluation Protocol=fine-tuning2026.0598.3
EATBackbone=ViT-B/16, Pre-training Data=AS, Pre-training Parameters=93M, Fine-tuning Parameters=88M, Evaluation Protocol=fine-tuning2026.0598.3
ASTBackbone=ViT-B/16, Pre-training Data=IN, Pre-training Parameters=86M, Fine-tuning Parameters=86M, Evaluation Protocol=fine-tuning2026.0598.1
SSLAMBackbone=ViT-B/16, Pre-training Data=AS, Pre-training Parameters=93M, Fine-tuning Parameters=88M, Evaluation Protocol=fine-tuning2026.0598.1
SS-ASTBackbone=ViT-B/16, Pre-training Data=AS+LS, Pre-training Parameters=89M, Fine-tuning Parameters=89M, Evaluation Protocol=fine-tuning2026.0598
MAE-ASTBackbone=ViT-B/16, Pre-training Data=AS+LS, Pre-training Parameters=174M, Fine-tuning Parameters=86M, Evaluation Protocol=fine-tuning2026.0597.9
MaskSpecBackbone=ViT-B/16, Pre-training Data=AS, Pre-training Parameters=112M, Fine-tuning Parameters=86M, Evaluation Protocol=fine-tuning2026.0597.7
BYOL-ABackbone=CNN, Pre-training Data=AS, Pre-training Parameters=5M, Fine-tuning Parameters=5M, Evaluation Protocol=fine-tuning2026.0592.2
MSM-MAEBackbone=ViT-B/16-8, Pre-training Data=AS, Pre-training Parameters=93M, Fine-tuning Parameters=86M, Evaluation Protocol=fine-tuning2026.0587.3
COLABackbone=CNN, Pre-training Data=AS, Pre-training Parameters=5M, Fine-tuning Parameters=5M, Evaluation Protocol=fine-tuning2026.0576.8
PANNBackbone=CNN, Fine-tuning Parameters=81M, Evaluation Protocol=fine-tuning2026.0561.8