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Multivariate Time Series Forecasting on PEMS08 (MSE/MAE)

0.074MSE

SOFTS

0.04440.24420.4440.6438Apr 22, 2024Aug 28, 2024Jan 3, 2025May 11, 2025Sep 16, 2025Jan 22, 2026May 31, 2026
Updated 1d ago

Evaluation Results

MethodLinks
2024.04
0.0740.171
2026.02
0.0990.199
2024.12
0.1360.226
2026.05
0.1370.211
2026.05
0.1380.22
2026.01
0.1410.229
2026.05
0.1420.229
2026.05
0.1460.229
2026.02
0.1480.224
2024.12
0.1480.224
2026.02
0.150.226
2025.12
0.150.226
2026.05
0.150.246
2026.05
0.150.226
2024.12
0.150.226
2026.05
0.150.246
2026.05
0.150.226
2025.12
0.1550.241
2024.12
0.1590.244
2026.05
0.1610.25
2026.05
0.1720.26
2024.12
0.1750.25
2026.05
0.1750.25
2026.01
0.1770.264
2026.05
0.180.266
2026.05
0.1830.271
2026.01
0.1850.26
2026.05
0.1870.266
2026.02
0.1930.271
2025.12
0.1930.271
2026.05
0.1930.271
2024.12
0.1930.271
2026.05
0.1930.271
2026.05
0.1930.271
2026.01
0.1980.272
2026.05
0.20.279
2026.05
0.2010.28
2024.12
0.2050.285
2026.05
0.2050.285
2026.05
0.2260.299
2026.05
0.2260.299
2026.01
0.2270.304
2026.01
0.2490.311
2026.02
0.2550.325
2025.12
0.2680.307
2024.12
0.2680.307
2026.05
0.2680.307
2026.05
0.2680.307
2026.01
0.2690.341
2026.01
0.2740.345
2026.02
0.280.321
2025.12
0.280.321
2026.05
0.280.321
2024.12
0.280.321
2026.05
0.280.321
2026.05
0.280.321
2026.02
0.2860.358
2025.12
0.2860.358
2026.01
0.340.364
2026.02
0.3790.416
2025.12
0.3790.416
2026.05
0.3790.416
2024.12
0.3790.416
2026.05
0.3790.416
2026.05
0.3790.416
2026.02
0.4410.464
2025.12
0.4410.464
2026.02
0.5290.487
2025.12
0.5290.487
2026.05
0.5340.487
2025.12
0.8140.659