Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Time-series Regression on HouseholdPowerConsumption 1
Loading...
148.238
RMSE
Random Search
90.67172
479.24411
867.8165
1,256.38889
May 15, 2025
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
Random Search
FLASH=11.984, RAM=19.2...
2025.05
148.238
MONAQ
FLASH=14.240, RAM=24.2...
2025.05
152.468
MLP
FLASH=234.184, RAM=15....
2025.05
154.118
TinyTNAS
FLASH=11.048, RAM=18.6...
2025.05
156.421
GPT-4o
FLASH=2968.512, RAM=18...
2025.05
156.914
Grid Search
FLASH=18.128, RAM=25.7...
2025.05
157.645
DS-CNN
FLASH=13.256, RAM=95.9...
2025.05
159.706
CNN
FLASH=13.160, RAM=72.1...
2025.05
163.577
D-CNN
FLASH=7.136, RAM=16.64...
2025.05
321.482
TCN
FLASH=26.888, RAM=63.0...
2025.05
419.708
GPT-4o-mini
FLASH=39.232, RAM=141....
2025.05
528.786
TENet(6)
FLASH=170.088, RAM=773...
2025.05
920.171
ConvLSTM
FLASH=10.824, RAM=94.8...
2025.05
1,424.762
LSTM
FLASH=8.976, RAM=37.69...
2025.05
1,587.395
Feedback
Search any
task
Search any
task