neural-process-pocket / evaluation.json
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Publish Probabilistic few-shot Conditional Neural Process
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{
"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
}
}