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SOTA Probabilistic time series forecasting benchmarks and papers with code | Wizwand
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Probabilistic time series forecasting
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Exchange
TARFVAE
CRPS
0.019
19
4d ago
ENTSO-e Load FEV leaderboard subset 1H
Chronos2
SQL
0.429
16
4d ago
ETTh1
TARFVAE
CRPS
0.254
14
4d ago
ETTm2
TARFVAE
CRPS
0.11
13
4d ago
ETTm1
TARFVAE
CRPS
0.222
13
4d ago
Solar Energy Raw CW (test)
FlowTS
CRPS
0.234
12
4d ago
Weather Irregular (test)
UFO
Average NCRPS
0.412
11
4d ago
ETTm2 Irregular (test)
UFO
Average NCRPS
0.43
11
4d ago
ETTm1 Irregular (test)
NCDE
Avg NCRPS
0.29
11
4d ago
Weather Regular (test)
UFO
Avg NCRPS
0.36
11
4d ago
ETTm2 Regular (test)
UFO
Avg NCRPS
0.429
11
4d ago
ETTm1 Regular (test)
NCDE
Avg NCRPS
0.261
11
4d ago
ETTm1 v1 (test)
FLAME Small
CRPS
0.211
10
4d ago
Traffic Irregular (test)
UFO
Avg NCRPS
0.188
10
4d ago
Electricity Irregular (test)
UFO
Average NCRPS
0.104
10
4d ago
Traffic Regular (test)
UFO
Average NCRPS
0.184
10
4d ago
electricity (test)
K^2VAE
Average NCRPS
0.1
10
4d ago
Weather
TARFVAE
CRPS
0.065
8
4d ago
ETTh2
TARFVAE
CRPS
0.15
8
4d ago
AVG RANK FEV leaderboard
DiTS
SQL
1.5
8
4d ago
GEOAVERAGE FEV leaderboard
DiTS
SQL
0.519
8
4d ago
Solar with Weather FEV leaderboard 1H
DiTS
SQL
0.674
8
4d ago
Solar with Weather FEV leaderboard 15T
Sundial-base
SQL
0.963
8
4d ago
ENTSO-e Load FEV leaderboard 30T
DiTS
SQL
0.423
8
4d ago
ENTSO-e Load FEV leaderboard 15T
DiTS
SQL
0.431
8
4d ago
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