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Benchmarks
Dysarthric speech severity assessment on EasyCall Cross-domain (test)
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0.902
SRCC
SimCLR
-0.08912
0.16819
0.4255
0.68281
Mar 16, 2026
SRCC
PCC
Updated 2mo ago
Evaluation Results
Method
Method
Links
SRCC
PCC
SimCLR
Stage 1=true, Stage 2=...
2026.03
0.902
0.852
Proposed (L_con)
Stage 1=true, Stage 2=...
2026.03
0.874
0.811
Proposed (L_coarse)
Stage 1=true, Stage 2=...
2026.03
0.872
0.81
Rank-N-Contrast
Stage 1=true, Stage 2=...
2026.03
0.868
0.803
Baseline
Stage 1=true
2026.03
0.849
0.783
Proposed (L_dis)
Stage 1=true, Stage 2=...
2026.03
0.838
0.78
HuBERT Probe
2026.03
0.604
0.704
SpICE
2026.03
0.205
0.237
DNSMOS
2026.03
0.041
0.061
UTMOS
2026.03
-0.051
-0.108
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