| { | |
| "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 | |
| } | |
| } |