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Trend Prediction on MTBench Weather (Long)
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93.496
Past Accuracy
MoME
82.2224
85.1492
88.076
91.0028
Jan 29, 2026
Past Accuracy
Future Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Past Accuracy
Future Accuracy
MoME
Text-level fusion=true
2026.01
93.496
52.575
Time-MoE+LM
Text-level fusion=true
2026.01
91.599
42.005
TS-Mix
2026.01
90.786
48.51
PatchTST
2026.01
89.973
26.558
Time-MoE
2026.01
89.431
48.51
DLinearP+LM
Text-level fusion=true...
2026.01
88.347
42.276
MLP(MoE)+LM
Text-level fusion=true
2026.01
86.45
41.192
GPT4TS
2026.01
85.366
50.407
Time-LLM
2026.01
84.553
50.949
DLinear
2026.01
82.656
49.865
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