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Time-series Regression on HouseholdPowerConsumption 2
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50.086
RMSE
CNN
44.72256
80.92578
117.129
153.33222
May 15, 2025
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
CNN
FLASH=13.160, RAM=72.1...
2025.05
50.086
MLP
FLASH=234.184, RAM=15....
2025.05
50.93
MONAQ
FLASH=381.328, RAM=50....
2025.05
52.349
DS-CNN
FLASH=13.256, RAM=95.9...
2025.05
53.406
TCN
FLASH=26.888, RAM=63.0...
2025.05
54.395
Grid Search
FLASH=16.488, RAM=22.6...
2025.05
54.538
TinyTNAS
FLASH=11.048, RAM=18.6...
2025.05
54.566
GPT-4o
FLASH=39.232, RAM=141....
2025.05
55.729
GPT-4o-mini
FLASH=39.232, RAM=141....
2025.05
55.732
D-CNN
FLASH=7.136, RAM=16.64...
2025.05
57.065
Random Search
FLASH=55.552, RAM=25.3...
2025.05
59.565
ConvLSTM
FLASH=10.824, RAM=94.8...
2025.05
64.535
LSTM
FLASH=8.976, RAM=37.69...
2025.05
172.072
TENet(6)
FLASH=164.952, RAM=774...
2025.05
184.172
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