Audio Classification on UrbanSound8K single-label
77AccuracyDAS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DASSNR=20 dB, Backbone=larger_clap2026.06 | 77 | 2.6 | |
| TGAPSNR=20 dB, Backbone=larger_clap2026.06 | 74.4 | — | |
| BaseSNR=20 dB, Backbone=larger_clap2026.06 | 72.9 | — | |
| TGAP-ASNR=20 dB, Backbone=larger_clap2026.06 | 72.2 | — | |
| DASSNR=10 dB, Backbone=larger_clap2026.06 | 71.8 | 4.3 | |
| DASSNR=8 dB, Backbone=larger_clap2026.06 | 71.15 | 5.55 | |
| DASSNR=6 dB, Backbone=larger_clap2026.06 | 69.3 | 5.75 | |
| BaseSNR=10 dB, Backbone=larger_clap2026.06 | 67.65 | — | |
| TGAPSNR=10 dB, Backbone=larger_clap2026.06 | 67.5 | — | |
| BaseSNR=8 dB, Backbone=larger_clap2026.06 | 65.95 | — | |
| TGAPSNR=8 dB, Backbone=larger_clap2026.06 | 65.6 | — | |
| TGAP-ASNR=10 dB, Backbone=larger_clap2026.06 | 65 | — | |
| TGAPSNR=6 dB, Backbone=larger_clap2026.06 | 63.55 | — | |
| TGAP-ASNR=8 dB, Backbone=larger_clap2026.06 | 63.4 | — | |
| BaseSNR=6 dB, Backbone=larger_clap2026.06 | 62.95 | — | |
| TGAP-ASNR=6 dB, Backbone=larger_clap2026.06 | 60.35 | — | |
| DASSNR=0 dB, Backbone=larger_clap2026.06 | 59.15 | 5.75 | |
| BaseSNR=0 dB, Backbone=larger_clap2026.06 | 54.8 | — | |
| TGAPSNR=0 dB, Backbone=larger_clap2026.06 | 53.4 | — | |
| TGAP-ASNR=0 dB, Backbone=larger_clap2026.06 | 52.45 | — | |
| ZS-T-gSNR=20 dB, Backbone=larger_clap2026.06 | 51.85 | — | |
| ZS-T-mSNR=20 dB, Backbone=larger_clap2026.06 | 51.55 | — | |
| ZS-A-mSNR=20 dB, Backbone=larger_clap2026.06 | 50.4 | — | |
| ZS-T-mSNR=10 dB, Backbone=larger_clap2026.06 | 48.3 | — | |
| ZS-T-gSNR=10 dB, Backbone=larger_clap2026.06 | 47.5 | — | |
| ZS-A-mSNR=10 dB, Backbone=larger_clap2026.06 | 47.35 | — | |
| ZS-T-mSNR=8 dB, Backbone=larger_clap2026.06 | 47.3 | — | |
| ZS-T-gSNR=8 dB, Backbone=larger_clap2026.06 | 46.85 | — | |
| ZS-T-mSNR=6 dB, Backbone=larger_clap2026.06 | 46.35 | — | |
| ZS-A-mSNR=8 dB, Backbone=larger_clap2026.06 | 45.75 | — | |
| ZS-A-mSNR=6 dB, Backbone=larger_clap2026.06 | 44.75 | — | |
| ZS-T-gSNR=6 dB, Backbone=larger_clap2026.06 | 44.55 | — | |
| ZS-T-mSNR=0 dB, Backbone=larger_clap2026.06 | 40.8 | — | |
| ZS-T-gSNR=0 dB, Backbone=larger_clap2026.06 | 40.3 | — | |
| ZS-A-mSNR=0 dB, Backbone=larger_clap2026.06 | 39.85 | — |