Time Series Forecasting on LTSF TSLib (test)
0.404ETTh1 ErrorReverso
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ReversoFamily=Reverso, Params=2.6M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.404 | 0.365 | 0.367 | 0.304 | 0.238 | 0.253 | 0.322 | |
| Reverso-SmallFamily=Reverso, Params=0.6M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.404 | 0.37 | 0.376 | 0.309 | 0.241 | 0.252 | 0.325 | |
| Chronos2-120MFamily=Chronos, Params=120M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.405 | 0.367 | 0.359 | 0.291 | 0.237 | 0.245 | 0.317 | |
| YingLong-300MFamily=YingLong, Params=300M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.407 | 0.37 | 0.358 | 0.296 | 0.237 | 0.245 | 0.319 | |
| YingLong-110MFamily=YingLong, Params=110M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.408 | 0.366 | 0.356 | 0.296 | 0.237 | 0.255 | 0.32 | |
| YingLong-50MFamily=YingLong, Params=50M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.408 | 0.37 | 0.366 | 0.298 | 0.237 | 0.257 | 0.323 | |
| YingLong-6MFamily=YingLong, Params=6.0M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.412 | 0.382 | 0.368 | 0.302 | 0.237 | 0.268 | 0.328 | |
| VisionTSFamily=VisionTS, Params=112M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.414 | 0.375 | 0.372 | 0.321 | 0.237 | 0.292 | 0.335 | |
| Super-LinearFamily=SuperLinear, Params=2.5M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.415 | 0.386 | 0.388 | 0.325 | 0.267 | 0.275 | 0.343 | |
| Reverso-NanoFamily=Reverso, Params=0.3M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.416 | 0.384 | 0.382 | 0.311 | 0.249 | 0.257 | 0.333 | |
| TiRex-30MFamily=TiRex, Params=30M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.417 | 0.362 | 0.365 | 0.302 | 0.24 | 0.247 | 0.322 | |
| Timer-XLFamily=Timer, Params=84M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.417 | 0.388 | 0.392 | 0.336 | 0.268 | 0.294 | 0.349 | |
| Sundial-SFamily=Sundial, Params=32M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.418 | 0.387 | 0.388 | 0.324 | 0.265 | 0.271 | 0.342 | |
| Sundial-LFamily=Sundial, Params=444M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.419 | 0.387 | 0.369 | 0.315 | 0.262 | 0.275 | 0.338 | |
| Moirai-BFamily=Moirai, Params=91M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.419 | 0.382 | 0.385 | 0.337 | 0.275 | 0.282 | 0.347 | |
| Time-MoE-LFamily=Time-MoE, Params=453M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.42 | 0.415 | 0.406 | 0.361 | 0.237 | 0.3 | 0.356 | |
| Time-MoE-BFamily=Time-MoE, Params=113M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.424 | 0.404 | 0.415 | 0.365 | 0.237 | 0.297 | 0.357 | |
| PatchTSTFamily=PatchTST, Params=5.0M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.431 | 0.379 | 0.381 | 0.315 | 0.237 | 0.264 | 0.334 | |
| Sundial-BFamily=Sundial, Params=128M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.434 | 0.387 | 0.377 | 0.32 | 0.265 | 0.27 | 0.342 | |
| TimesFMFamily=TimesFM, Params=200M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.444 | 0.406 | 0.419 | 0.347 | 0.237 | 0.222 | 0.346 | |
| Chronos-BFamily=Chronos, Params=200M, Evaluation Protocol=Zero-shot, Horizons=96, 192, 336, 7202026.02 | 0.468 | 0.41 | 0.5 | 0.35 | 0.279 | 0.315 | 0.387 |