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Benchmarks
Bayesian posterior inference on GEV
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0.1
Inference Time (min)
Amortized Bayesian Workflow
-3.296
19.627
42.55
65.473
Sep 6, 2024
Inference Time (min)
Accepted Datasets Count
TPA (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Inference Time (min)
Accepted Datasets Count
TPA (s)
Amortized Bayesian Workflow
Step=Step 1: Amortized...
2024.09
0.1
-
-
Amortized Bayesian Workflow
Step=Step 2: Amortized...
2024.09
0.8
-
0.1
Amortized Bayesian Workflow
Step=Training phase
2024.09
3
-
0.4
ChEES-HMC with amortized initialization
Step=Step 3: ChEES-HMC...
2024.09
11
-
7
Amortized Bayesian Workflow
Step=Workflow total
2024.09
15
-
0.9
ChEES-HMC
Step=Baseline workflow...
2024.09
85
-
-
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