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Benchmarks
Global methane flux prediction on FLUXNET-E
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0.88
nRMSE
CHAM-net
0.8528
1.0364
1.22
1.4036
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
0.88
68
TSMixer
training_mode=from scr...
2026.05
0.99
60
Pyraformer
training_mode=from scr...
2026.05
1.05
56
P-sLSTM
training_mode=from scr...
2026.05
1.06
54
LSTM
training_mode=from scr...
2026.05
1.08
53
Transformer
training_mode=from scr...
2026.05
1.09
52
DUET
training_mode=from scr...
2026.05
1.18
44
PatchTST
training_mode=from scr...
2026.05
1.26
36
iTransformer
training_mode=from scr...
2026.05
1.29
33
TimeMixer
training_mode=from scr...
2026.05
1.56
2
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