File size: 508 Bytes
0fc8fd1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
{
  "model": "Neural Process Pocket",
  "parameters": 12866,
  "best_step": 5000,
  "benchmark": {
    "conditional_neural_process": {
      "rmse": 1.092705488204956,
      "gaussian_nll": 1.241895318031311,
      "coverage_90": 0.8876199722290039
    },
    "fixed_rbf_gaussian_process": {
      "rmse": 1.2585044517936235,
      "gaussian_nll": 1.3279816679794703,
      "coverage_90": 0.73632
    },
    "tasks": 500,
    "context_points_per_task": 5,
    "targets_per_task": 100
  }
}