Autonomous rollout classification on Dataset B osc. sep.
99.15Mean Train AccKOMET
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KOMETDrift type=osc. sep., Classes / nθ=2/17, Koopman basis=Fourier, PCs / nθ=9/17, Spectral radius ρ(A)=0.9948, Rollout steps=100, Zero retraining=true2026.03 | 99.15 | 93.5 | 99.15 | 93.5 | 0 | — | — | — | 0.553 | 57 | 1.04 | |
| FrozenDrift type=osc. sep., Weights=t=299 weights unchanged throughout2026.03 | — | — | — | — | — | — | 52.18 | 62 | — | — | — | |
| Retrained (upper bound)Drift type=osc. sep., Mode=Fresh retraining at every prediction step2026.03 | — | — | — | — | — | 99.15 | — | — | — | — | — |