| CARVIEW |
LEAF
A Benchmark for Federated Settings
Get Started GitHub
Statistics
3,550 users
80,5263 samples (total)
226.83 samples per user (mean)
num_samples (std): 88.94
num_samples (std/mean): 0.39
Statistics
1,129 users
4,226,15 samples (total)
3,743.2 samples per user (mean)
num_samples (std): 6,212.26
num_samples (std/mean): 1.65
Statistics
660,120 users
1,600,498 samples (total)
2.42 samples per user (mean)
num_samples (std): 4.71
num_samples (std/mean): 1.94
Statistics
9,343 users
200,288 samples (total)
21.44 samples per user (mean)
num_samples (std): 7.63
num_samples (std/mean): 0.36
Default Distribution (parameters are customizable)
Statistics
1,000 users
107,553 samples (total)
107.55 samples per user (mean)
num_samples (std): 213.22
num_samples (std/mean): 1.98
Statistics
1,660,820 users
56,587,343 samples (total)
34.07 samples per user (mean)
num_samples (std): 62.9
num_samples (std/mean): 1.84