Autoregressive Rollout Forecasting on L96 (test)
0.0037RMSEMSR-HINE
Evaluation Results
| Method | Links | |
|---|---|---|
| MSR-HINEHorizon (t)=10, Evaluation protocol=one-step autoregressive rollout2026.01 | 0.0037 | |
| MSR-HINEHorizon (t)=25, Evaluation protocol=one-step autoregressive rollout2026.01 | 0.0084 | |
| HINE-L2Horizon (t)=10, Evaluation protocol=one-step autoregressive rollout2026.01 | 0.0712 | |
| U-Net-ARHorizon (t)=10, Evaluation protocol=one-step autoregressive rollout2026.01 | 0.0878 | |
| MSR-HINEHorizon (t)=50, Evaluation protocol=one-step autoregressive rollout2026.01 | 0.262 | |
| HINE-L2Horizon (t)=25, Evaluation protocol=one-step autoregressive rollout2026.01 | 0.429 | |
| U-Net-ARHorizon (t)=25, Evaluation protocol=one-step autoregressive rollout2026.01 | 0.607 | |
| MSR-HINEHorizon (t)=75, Evaluation protocol=one-step autoregressive rollout2026.01 | 1.62 | |
| U-Net-ARHorizon (t)=50, Evaluation protocol=one-step autoregressive rollout2026.01 | 2.86 | |
| HINE-L2Horizon (t)=50, Evaluation protocol=one-step autoregressive rollout2026.01 | 2.94 | |
| MSR-HINEHorizon (t)=100, Evaluation protocol=one-step autoregressive rollout2026.01 | 3.44 | |
| U-Net-ARHorizon (t)=75, Evaluation protocol=one-step autoregressive rollout2026.01 | 4.4 | |
| HINE-L2Horizon (t)=75, Evaluation protocol=one-step autoregressive rollout2026.01 | 4.49 | |
| U-Net-ARHorizon (t)=100, Evaluation protocol=one-step autoregressive rollout2026.01 | 4.72 | |
| HINE-L2Horizon (t)=100, Evaluation protocol=one-step autoregressive rollout2026.01 | 4.98 |