List your company
ResearchFormerly WizWand

Time Series Forecasting on ETTh1 -> ETTm2 (test)

0.189MSETIME-LLM
0.007361.233432.45953.68557Oct 3, 2023Feb 12, 2024Jun 23, 2024Nov 2, 2024Mar 14, 2025Jul 24, 2025Dec 4, 2025
Updated 8mo ago

Evaluation results

MethodLinks
TIME-LLMHorizon=96, Evaluation Protocol=Zero-shot2023.100.1890.293
PatchTSTHorizon=96, Evaluation Protocol=Zero-shot2023.100.2150.304
GPT4TSHorizon=96, Evaluation Protocol=Zero-shot2023.100.2360.315
TIME-LLMHorizon=192, Evaluation Protocol=Zero-shot2023.100.2370.312
TimesNetHorizon=96, Evaluation Protocol=Zero-shot2023.100.2390.313
DLinearHorizon=96, Evaluation Protocol=Zero-shot2023.100.2550.357
TIME-LLMHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.2730.34
PatchTSTHorizon=192, Evaluation Protocol=Zero-shot2023.100.2750.339
GPT4TSHorizon=192, Evaluation Protocol=Zero-shot2023.100.2870.342
TimesNetHorizon=192, Evaluation Protocol=Zero-shot2023.100.2910.342
TIME-LLMHorizon=336, Evaluation Protocol=Zero-shot2023.100.2910.365
STELLAevaluation_mode=zero-shot, training_source=ETTh12025.120.3120.353
PatchTSTHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.3140.36
TiDEevaluation_mode=zero-shot, training_source=ETTh12025.120.3140.355
TimeLLMevaluation_mode=zero-shot, training_source=ETTh12025.120.3150.357
GPT4TSevaluation_mode=zero-shot, training_source=ETTh12025.120.3170.359
PatchTSTevaluation_mode=zero-shot, training_source=ETTh12025.120.3180.362
GPT4TSHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.3250.363
TimesNetHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.3270.361
PatchTSTHorizon=336, Evaluation Protocol=Zero-shot2023.100.3340.373
DLinearHorizon=192, Evaluation Protocol=Zero-shot2023.100.3380.413
TimesNetevaluation_mode=zero-shot, training_source=ETTh12025.120.3390.37
GPT4TSHorizon=336, Evaluation Protocol=Zero-shot2023.100.3410.374
TimesNetHorizon=336, Evaluation Protocol=Zero-shot2023.100.3420.371
AutoformerHorizon=96, Evaluation Protocol=Zero-shot2023.100.3520.432
FEDformerevaluation_mode=zero-shot, training_source=ETTh12025.120.3570.403
TIME-LLMHorizon=720, Evaluation Protocol=Zero-shot2023.100.3720.39
DLinearevaluation_mode=zero-shot, training_source=ETTh12025.120.3990.439
AutoformerHorizon=192, Evaluation Protocol=Zero-shot2023.100.4130.46
DLinearHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.4150.452
DLinearHorizon=336, Evaluation Protocol=Zero-shot2023.100.4250.465
PatchTSTHorizon=720, Evaluation Protocol=Zero-shot2023.100.4310.424
TimesNetHorizon=720, Evaluation Protocol=Zero-shot2023.100.4340.419
GPT4TSHorizon=720, Evaluation Protocol=Zero-shot2023.100.4350.422
AutoformerHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.4570.483
AutoformerHorizon=336, Evaluation Protocol=Zero-shot2023.100.4650.489
AutoformerHorizon=720, Evaluation Protocol=Zero-shot2023.100.5990.551
DLinearHorizon=720, Evaluation Protocol=Zero-shot2023.100.640.573
LLMTimeHorizon=96, Evaluation Protocol=Zero-shot2023.100.6460.563
LLMTimeHorizon=192, Evaluation Protocol=Zero-shot2023.100.9340.654
Crossformerevaluation_mode=zero-shot, training_source=ETTh12025.121.120.789
LLMTimeHorizon=336, Evaluation Protocol=Zero-shot2023.101.1570.728
LLMTimeHorizon=Avg, Evaluation Protocol=Zero-shot2023.101.8670.869
MICNevaluation_mode=zero-shot, training_source=ETTh12025.122.4281.236
LLMTimeHorizon=720, Evaluation Protocol=Zero-shot2023.104.731.531