Spike sorting comparison - results table for QQ long signals using default parameters*

*Results are shown for the other (evaluation) half of each signal, using default parameters (i.e. the parameters set by the author of each spike sorting algorithm).

Signal name Length [s] Noise level # Neurons # Spikes AMI score Parameters
WaveClus KlustaKwik OSort
Qui_Burst_Easy2_noise015.mat 30 0.18 3 1636 0.67 0.65 0.50 show
Qui_Difficult1_noise005.mat 30 0.03 3 1690 0.90 0.60 0.00 show
Qui_Difficult1_noise01.mat 30 0.10 3 1721 0.92 0.50 -0.00 show
Qui_Difficult1_noise015.mat 30 0.19 3 1696 0.41 0.00 -0.00 show
Qui_Difficult1_noise02.mat 30 0.29 3 1759 0.42 0.00 -0.00 show
Qui_Difficult2_noise005.mat 30 0.03 3 1675 0.78 0.62 0.73 show
Qui_Difficult2_noise01.mat 30 0.09 3 1743 0.95 0.75 0.60 show
Qui_Difficult2_noise015.mat 30 0.17 3 1695 0.92 0.70 0.55 show
Qui_Difficult2_noise02.mat 30 0.27 3 1745 0.95 0.77 0.60 show
Qui_Drift_Easy2_noise015.mat 30 0.22 3 1759 0.97 0.78 0.59 show
Qui_Easy1_noise005.mat 30 0.04 3 1730 0.63 0.58 0.71 show
Qui_Easy1_noise01.mat 30 0.09 3 1766 0.97 0.69 0.73 show
Qui_Easy1_noise015.mat 30 0.16 3 1719 0.62 0.74 0.73 show
Qui_Easy1_noise02.mat 30 0.23 3 1775 0.82 0.84 0.71 show
Qui_Easy1_noise025.mat 30 0.32 3 1680 0.64 0.87 0.74 show
Qui_Easy1_noise03.mat 30 0.39 3 1778 0.71 0.89 0.72 show
Qui_Easy1_noise035.mat 30 0.46 3 1754 0.74 0.92 0.71 show
Qui_Easy1_noise04.mat 30 0.51 3 1695 0.95 0.91 0.67 show
Qui_Easy2_noise005.mat 30 0.03 3 1703 0.79 0.64 0.73 show
Qui_Easy2_noise01.mat 30 0.08 3 1786 0.96 0.62 0.56 show
Qui_Easy2_noise015.mat 30 0.16 3 1747 0.74 0.66 0.50 show
Qui_Easy2_noise02.mat 30 0.25 3 1779 0.89 0.62 0.55 show