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Benchmarks
Global methane flux prediction on MeMo
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0.15
nRMSE
CHAM-net
0.1388
0.2144
0.29
0.3656
May 29, 2026
nRMSE
R^2
Updated 1d ago
Evaluation Results
Method
Method
Links
nRMSE
R^2
CHAM-net
training_mode=from scr...
2026.05
0.15
0.95
Transformer
training_mode=from scr...
2026.05
0.2
0.91
LSTM
training_mode=from scr...
2026.05
0.22
0.89
Pyraformer
training_mode=from scr...
2026.05
0.22
0.89
TSMixer
training_mode=from scr...
2026.05
0.24
0.88
iTransformer
training_mode=from scr...
2026.05
0.29
0.83
DUET
training_mode=from scr...
2026.05
0.29
0.83
P-sLSTM
training_mode=from scr...
2026.05
0.3
0.82
TimeMixer
training_mode=from scr...
2026.05
0.3
0.82
PatchTST
training_mode=from scr...
2026.05
0.43
0.62
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