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Benchmarks
Global methane flux prediction on TEM-C
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0.99
nRMSE
CHAM-net
0.9524
1.2062
1.46
1.7138
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
0.99
82
Transformer
training_mode=from scr...
2026.05
1.45
62
TSMixer
training_mode=from scr...
2026.05
1.47
61
Pyraformer
training_mode=from scr...
2026.05
1.49
60
LSTM
training_mode=from scr...
2026.05
1.56
56
iTransformer
training_mode=from scr...
2026.05
1.64
52
TimeMixer
training_mode=from scr...
2026.05
1.79
42
DUET
training_mode=from scr...
2026.05
1.81
41
P-sLSTM
training_mode=from scr...
2026.05
1.82
41
PatchTST
training_mode=from scr...
2026.05
1.93
33
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