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Benchmarks
Global methane flux prediction on TEM-E
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0.43
nRMSE
CHAM-net
0.3732
0.7566
1.14
1.5234
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
0.43
97
Transformer
training_mode=from scr...
2026.05
0.52
95
TSMixer
training_mode=from scr...
2026.05
0.55
95
LSTM
training_mode=from scr...
2026.05
0.57
94
Pyraformer
training_mode=from scr...
2026.05
0.92
87
iTransformer
training_mode=from scr...
2026.05
1.24
75
P-sLSTM
training_mode=from scr...
2026.05
1.34
71
DUET
training_mode=from scr...
2026.05
1.62
58
PatchTST
training_mode=from scr...
2026.05
1.81
48
TimeMixer
training_mode=from scr...
2026.05
1.85
45
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