Time Series Forecasting on ETT h1 (test)
0.377MSEClean
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CleanSurrogate Model=FreTS, Target Model=SegRNN2026.02 | 0.377 | 0.4 | 0 | |
| CleanSurrogate Model=SegRNN, Target Model=FreTS2026.02 | 0.411 | 0.42 | — | |
| MI-TGAMSurrogate Model=FreTS, Target Model=SegRNN2026.02 | 0.411 | 0.428 | 9.2 | |
| PGDSurrogate Model=FreTS, Target Model=Average2026.02 | 0.424 | 0.434 | 4.2 | |
| FGSMSurrogate Model=FreTS, Target Model=Average2026.02 | 0.43 | 0.439 | 5.7 | |
| BIMSurrogate Model=FreTS, Target Model=Average2026.02 | 0.43 | 0.439 | 5.7 | |
| FGSMSurrogate Model=SegRNN, Target Model=FreTS2026.02 | 0.433 | 0.436 | — | |
| MI-TGAMSurrogate Model=FreTS, Target Model=iTransformer2026.02 | 0.438 | 0.442 | 9.9 | |
| MI-TGAMSurrogate Model=FreTS, Target Model=Average2026.02 | 0.44 | 0.446 | 8.1 | |
| MI-TGAMSurrogate Model=SegRNN, Target Model=iTransformer2026.02 | 0.441 | 0.447 | — | |
| MI-TGAMSurrogate Model=SegRNN, Target Model=FreTS2026.02 | 0.447 | 0.448 | — | |
| MI-TGAMSurrogate Model=SegRNN, Target Model=Average2026.02 | 0.456 | 0.457 | — | |
| MI-TGAMSurrogate Model=FreTS, Target Model=TimesNet2026.02 | 0.471 | 0.469 | 5.6 | |
| MI-TGAMSurrogate Model=SegRNN, Target Model=TimesNet2026.02 | 0.48 | 0.476 | — |