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Benchmarks
Conditional Generation on Air Quality
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0.759
WAPE
GPT-4o-mini
0.71976
0.98463
1.2495
1.51437
Feb 10, 2026
WAPE
MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
WAPE
MSE
GPT-4o-mini
Horizon Length (L)=Avg
2026.02
0.759
0.74
PaCoDi DDPM
Horizon Length (L)=Avg
2026.02
0.813
0.024
PaCoDi SDE
Horizon Length (L)=Avg
2026.02
0.827
0.023
Diffusion-TS
Horizon Length (L)=Avg
2026.02
0.918
0.075
Llama3.1-8b
Horizon Length (L)=Avg
2026.02
1.035
1.297
T2S
Horizon Length (L)=Avg
2026.02
1.185
0.038
TimeVAE
Horizon Length (L)=Avg
2026.02
1.74
0.023
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