Time Series Forecasting on ETTh1 (test)
0.292MSE
D³VAE
Updated 3d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2023.01 | 0.292 | 0.424 | - | - | |
2024.01 | 0.303 | - | 0.356 | - | |
2024.01 | 0.307 | - | 0.358 | - | |
2022.11 | 0.312 | - | 0.362 | - | |
2024.01 | 0.316 | - | 0.36 | - | |
2022.11 | 0.322 | - | 0.369 | 42.3 | |
2024.01 | 0.323 | - | 0.367 | - | |
2024.01 | 0.337 | - | 0.374 | - | |
2024.01 | 0.338 | - | 0.374 | - | |
2022.11 | 0.339 | - | 0.378 | - | |
2025.11 | 0.34 | - | 0.375 | - | |
2024.01 | 0.342 | - | 0.376 | - | |
2024.01 | 0.345 | - | 0.378 | - | |
2022.11 | 0.354 | - | 0.385 | 44.7 | |
2025.11 | 0.359 | - | 0.399 | - | |
2026.01 | 0.364 | - | 0.397 | - | |
2026.01 | 0.367 | - | 0.395 | - | |
2026.01 | 0.369 | - | 0.394 | - | |
2024.01 | 0.37 | - | 0.395 | - | |
2024.01 | 0.372 | - | 0.395 | - | |
2023.01 | 0.374 | 0.488 | - | - | |
2024.01 | 0.375 | - | 0.399 | - | |
2024.01 | 0.375 | - | 0.399 | - | |
2026.01 | 0.375 | - | 0.399 | - | |
2023.10 | 0.376 | - | 0.419 | - | |
2026.01 | 0.376 | - | 0.395 | - | |
2026.01 | 0.378 | - | 0.436 | - | |
2026.01 | 0.379 | - | 0.401 | - | |
2023.10 | 0.386 | - | 0.4 | - | |
2023.10 | 0.388 | - | 0.401 | - | |
2023.10 | 0.394 | - | 0.411 | - | |
2026.01 | 0.402 | - | 0.421 | - | |
2024.01 | 0.405 | - | 0.416 | - | |
2026.01 | 0.405 | - | 0.422 | - | |
2026.01 | 0.405 | - | 0.424 | - | |
2026.01 | 0.405 | - | 0.42 | - | |
2026.01 | 0.406 | - | 0.414 | - | |
2026.01 | 0.409 | - | 0.43 | - | |
2024.01 | 0.41 | - | 0.419 | - | |
2024.01 | 0.413 | - | 0.423 | - | |
2026.01 | 0.413 | - | 0.429 | - | |
2026.01 | 0.413 | - | 0.442 | - | |
2024.01 | 0.414 | - | 0.421 | - | |
2026.01 | 0.414 | - | 0.42 | - | |
2026.01 | 0.417 | - | 0.427 | - | |
2026.01 | 0.418 | - | 0.432 | - | |
2022.11 | 0.419 | - | 0.424 | 34.5 | |
2023.10 | 0.419 | - | 0.413 | - | |
2026.01 | 0.419 | - | 0.426 | - | |
2023.10 | 0.42 | - | 0.448 | - | |
2026.01 | 0.421 | - | 0.44 | - | |
2026.01 | 0.423 | - | 0.438 | - | |
2022.11 | 0.424 | - | 0.437 | - | |
2026.01 | 0.427 | - | 0.436 | - | |
2026.01 | 0.427 | - | 0.439 | - | |
2026.01 | 0.427 | - | 0.436 | - | |
2024.01 | 0.431 | - | 0.436 | - | |
2025.12 | 0.431 | - | 0.429 | - | |
2024.01 | 0.433 | - | 0.435 | - | |
2025.12 | 0.433 | - | 0.43 | - | |
2026.01 | 0.434 | - | 0.477 | - | |
2026.01 | 0.435 | - | 0.436 | - | |
2025.12 | 0.435 | - | 0.426 | - | |
2023.10 | 0.437 | - | 0.432 | - | |
2024.01 | 0.439 | - | 0.443 | - | |
2026.01 | 0.439 | - | 0.459 | - | |
2026.01 | 0.439 | - | 0.443 | - | |
2026.01 | 0.441 | - | 0.439 | - | |
2023.10 | 0.442 | - | 0.437 | - | |
2023.10 | 0.443 | - | 0.439 | - | |
2026.01 | 0.443 | - | 0.459 | - | |
2026.01 | 0.444 | - | 0.459 | - | |
2022.11 | 0.445 | - | 0.446 | 48.5 | |
2026.01 | 0.445 | - | 0.431 | - | |
2026.01 | 0.445 | - | 0.434 | - | |
2026.01 | 0.446 | - | 0.429 | - | |
2026.01 | 0.446 | - | 0.464 | - | |
2024.01 | 0.447 | - | 0.464 | - | |
2026.01 | 0.447 | - | 0.432 | - | |
2025.12 | 0.447 | - | 0.44 | - | |
2023.10 | 0.449 | - | 0.459 | - | |
2024.01 | 0.449 | - | 0.466 | - | |
2026.01 | 0.449 | - | 0.445 | - | |
2026.01 | 0.449 | - | 0.45 | - | |
2026.01 | 0.451 | - | 0.462 | - | |
2024.01 | 0.453 | - | 0.453 | - | |
2025.12 | 0.454 | - | 0.447 | - | |
2026.01 | 0.455 | - | 0.428 | - | |
2025.12 | 0.456 | - | 0.452 | - | |
2026.01 | 0.458 | - | 0.429 | - | |
2026.01 | 0.458 | - | 0.484 | - | |
2025.12 | 0.458 | - | 0.45 | - | |
2023.10 | 0.459 | - | 0.465 | - | |
2026.01 | 0.459 | - | 0.432 | - | |
2023.10 | 0.46 | - | 0.465 | - | |
2026.01 | 0.464 | - | 0.475 | - | |
2023.10 | 0.468 | - | 0.443 | - | |
2025.12 | 0.469 | - | 0.454 | - | |
2022.11 | 0.472 | - | 0.472 | - | |
2024.01 | 0.472 | - | 0.49 | - |
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