Table 5.
PR-AUC scores obtained in the fine-tuning experiments.
Features | Coswara |
Coughvid | Cambridge KDD |
Cambridge npj |
||||||
---|---|---|---|---|---|---|---|---|---|---|
C | B | CB | C | C | B | CB | C | B | CB | |
YAMNET | .52 | .59 | .57 | .54 | .70 | .73 | .74 | .57 | .56 | .61 |
VGGish | .57 | .63 | .62 | .59 | .69 | .75 | .74 | .57 | .58 | .60 |
L3 E 512 L | .68 | .62 | .65 | .54 | .68 | .72 | .66 | .57 | .55 | .57 |
L3 E 512 M128 | .60 | .63 | .59 | .55 | .75 | .62 | .70 | .57 | .58 | .58 |
L3 E 512 M256 | .63 | .58 | .67 | .57 | .75 | .70 | .66 | .60 | .57 | .61 |
L3 E 6144 L | .60 | .69 | .59 | .53 | .74 | .68 | .73 | .56 | .54 | .55 |
L3 E 6144 M128 | .70 | .67 | .62 | .57 | .47 | .70 | .70 | .59 | .55 | .57 |
L3 E 6144 M256 | .63 | .56 | .58 | .56 | .57 | .67 | .69 | .58 | .60 | .57 |
L3 M 512 L | .57 | .55 | .65 | .56 | .75 | .85 | .55 | .58 | .58 | .60 |
L3 M 512 M128 | .58 | .57 | .58 | .57 | .72 | .75 | .76 | .58 | .61 | .61 |
L3 M 512 M256 | .56 | .67 | .64 | .54 | .71 | .76 | .75 | .57 | .61 | .62 |
L3 M 6144 L | .61 | .56 | .67 | .56 | .64 | .76 | .61 | .56 | .53 | .59 |
L3 M 6144 M128 | .58 | .54 | .60 | .56 | .75 | .64 | .73 | .60 | .58 | .61 |
L3 M 6144 M256 | .68 | .66 | .63 | .56 | .81 | .59 | .72 | .57 | .57 | .60 |