FUSS test set (top 5th percentile of MSi), M=8 models

Example 1

Mixture
Ground-truth sources	SI-SNR = -8.19 dB	SI-SNR = 8.19 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Method	Separated source 0	Separated source 1	Separated source 2	Separated source 3	Separated source 4	Separated source 5	Separated source 6	Separated source 7
Sup FUSS	SI-SNR = 10.88 dB	SI-SNR = 24.72 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m	SI-SNR = 0.79 dB	SI-SNR = 32.12 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity	SI-SNR = 7.65 dB	SI-SNR = 22.58 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB

Example 1 single-source

Mixture
Ground-truth sources	SI-SNR = 80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Method	Separated source 0	Separated source 1	Separated source 2	Separated source 3	Separated source 4	Separated source 5	Separated source 6	Separated source 7
Sup FUSS	SI-SNR = 52.44 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m	SI-SNR = 13.67 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity	SI-SNR = 19.15 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB

Example 2

Mixture
Ground-truth sources	SI-SNR = -20.37 dB	SI-SNR = -27.54 dB	SI-SNR = 19.64 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Method	Separated source 0	Separated source 1	Separated source 2	Separated source 3	Separated source 4	Separated source 5	Separated source 6	Separated source 7
Sup FUSS	SI-SNR = -0.59 dB	SI-SNR = -7.68 dB	SI-SNR = 31.70 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m	SI-SNR = 4.12 dB	SI-SNR = 0.13 dB	SI-SNR = 36.81 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity	SI-SNR = 3.09 dB	SI-SNR = 2.56 dB	SI-SNR = 34.88 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB

Example 2 single-source

Mixture
Ground-truth sources	SI-SNR = 80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Method	Separated source 0	Separated source 1	Separated source 2	Separated source 3	Separated source 4	Separated source 5	Separated source 6	Separated source 7
Sup FUSS	SI-SNR = 37.43 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m	SI-SNR = 4.15 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity	SI-SNR = 24.75 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB

Example 3

Mixture
Ground-truth sources	SI-SNR = -23.23 dB	SI-SNR = 23.38 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Method	Separated source 0	Separated source 1	Separated source 2	Separated source 3	Separated source 4	Separated source 5	Separated source 6	Separated source 7
Sup FUSS	SI-SNR = 20.54 dB	SI-SNR = 43.72 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m	SI-SNR = 7.85 dB	SI-SNR = 17.99 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity	SI-SNR = 19.91 dB	SI-SNR = 37.23 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB

Example 3 single-source

Mixture
Ground-truth sources	SI-SNR = 80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Method	Separated source 0	Separated source 1	Separated source 2	Separated source 3	Separated source 4	Separated source 5	Separated source 6	Separated source 7
Sup FUSS	SI-SNR = 44.77 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m	SI-SNR = 5.16 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity	SI-SNR = 7.29 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB

Example 4

Mixture
Ground-truth sources	SI-SNR = -1.08 dB	SI-SNR = 1.00 dB	SI-SNR = -23.15 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Method	Separated source 0	Separated source 1	Separated source 2	Separated source 3	Separated source 4	Separated source 5	Separated source 6	Separated source 7
Sup FUSS	SI-SNR = 17.28 dB	SI-SNR = 22.48 dB	SI-SNR = -18.04 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m	SI-SNR = 26.02 dB	SI-SNR = 23.48 dB	SI-SNR = 22.76 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity	SI-SNR = 20.31 dB	SI-SNR = 25.97 dB	SI-SNR = 2.12 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB

Example 4 single-source

Mixture
Ground-truth sources	SI-SNR = 80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Method	Separated source 0	Separated source 1	Separated source 2	Separated source 3	Separated source 4	Separated source 5	Separated source 6	Separated source 7
Sup FUSS	SI-SNR = 46.46 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m	SI-SNR = 31.99 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity	SI-SNR = 38.39 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB

Example 5

Mixture
Ground-truth sources	SI-SNR = -15.61 dB	SI-SNR = 15.64 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Method	Separated source 0	Separated source 1	Separated source 2	Separated source 3	Separated source 4	Separated source 5	Separated source 6	Separated source 7
Sup FUSS	SI-SNR = 18.31 dB	SI-SNR = 33.94 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m	SI-SNR = 18.24 dB	SI-SNR = 23.25 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity	SI-SNR = -6.03 dB	SI-SNR = 7.65 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB

Example 5 single-source

Mixture
Ground-truth sources	SI-SNR = 80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Method	Separated source 0	Separated source 1	Separated source 2	Separated source 3	Separated source 4	Separated source 5	Separated source 6	Separated source 7
Sup FUSS	SI-SNR = 36.37 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m	SI-SNR = 19.79 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity	SI-SNR = 33.69 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB	SI-SNR = -80.00 dB