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ResearchFormerly WizWand

Long-term Forecasting on Exchange Rate (ExRate)

0.212RMSEDataShapley
0.156560.530780.9051.27922Jun 2, 2025Aug 1, 2025Oct 1, 2025Dec 1, 2025Jan 31, 2026Apr 2, 2026Jun 2, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DataShapleyModel=PatchTST2025.060.212
DataShapleyModel=PatchTST, Data Budget=50%2026.060.212
TSRatingModel=PatchTST2025.060.213
TSRatingModel=PatchTST, Data Budget=50%2026.060.213
TSQAgentModel=PatchTST, Data Budget=50%2026.060.214
TimeInfModel=PatchTST2025.060.22
TimeInfModel=PatchTST, Data Budget=50%2026.060.22
RandomModel=PatchTST2025.060.222
TSRatingModel=TimeMixer, Selection method=TSRating2025.060.222
RandomModel=PatchTST, Data Budget=50%2026.060.222
TimeInfModel=TimeMixer, Selection method=TimeInf2025.060.224
DataOobModel=PatchTST2025.060.226
DataOobModel=TimeMixer, Selection method=DataOob2025.060.226
DataOobModel=PatchTST, Data Budget=50%2026.060.226
TSRatingModel=iTransformer, Selection method=TSRating2025.060.227
RandomModel=TimeMixer, Selection method=Random2025.060.235
DataShapleyModel=TimeMixer, Selection method=DataShapley2025.060.238
DataOobModel=iTransformer, Selection method=DataOob2025.060.246
TimeInfModel=iTransformer, Selection method=TimeInf2025.060.249
KNNShapleyModel=PatchTST2025.060.251
RandomModel=iTransformer, Selection method=Random2025.060.267
TSQAgentModel=Linear, Data Budget=50%2026.060.27
TimeInfModel=Linear2025.060.272
DataShapleyModel=iTransformer, Selection method=DataShapley2025.060.272
TimeInfModel=Linear, Data Budget=50%2026.060.272
TSRatingModel=Linear2025.060.275
TSRatingModel=Linear, Data Budget=50%2026.060.275
KNNShapleyModel=iTransformer, Selection method=KNNShapley2025.060.28
KNNShapleyModel=Linear2025.060.29
KNNShapleyModel=TimeMixer, Selection method=KNNShapley2025.060.316
DataOobModel=Linear2025.060.318
DataOobModel=Linear, Data Budget=50%2026.060.318
DataShapleyModel=Linear2025.060.323
DataShapleyModel=Linear, Data Budget=50%2026.060.323
RandomModel=Linear2025.060.356
RandomModel=Linear, Data Budget=50%2026.060.356
TSQAgentModel=CNN, Data Budget=50%2026.061.371
TSRatingModel=CNN2025.061.429
TSRatingModel=CNN, Data Budget=50%2026.061.429
RandomModel=CNN2025.061.474
RandomModel=CNN, Data Budget=50%2026.061.474
KNNShapleyModel=CNN2025.061.5
TimeInfModel=CNN2025.061.515
TimeInfModel=CNN, Data Budget=50%2026.061.515
DataOobModel=CNN2025.061.527
DataOobModel=CNN, Data Budget=50%2026.061.527
DataShapleyModel=CNN2025.061.598
DataShapleyModel=CNN, Data Budget=50%2026.061.598