Regret assessment on PDEBench RDB full-oracle case-level
-0.9Regret KneeSystem-core
Evaluation Results
| Method | Links | |
|---|---|---|
| System-coreBackbone=U-Net2026.03 | -0.9 | |
| Direct-3-ShortlistBackbone=U-Net2026.03 | -0.9 | |
| Direct-3-ShortlistBackbone=FNO2026.03 | 0 | |
| Direct-4-ShortlistBackbone=FNO2026.03 | 0 | |
| SAKEBackbone=FNO2026.03 | 0 | |
| Direct-3-ShortlistBackbone=Transformer2026.03 | 0 | |
| Direct-4-ShortlistBackbone=Transformer2026.03 | 0 | |
| SAKEBackbone=Transformer2026.03 | 0 | |
| SAKEBackbone=U-Net2026.03 | 0 | |
| Direct-4-ShortlistBackbone=U-Net2026.03 | 36.4 | |
| System-coreBackbone=Transformer2026.03 | 45 | |
| Direct-3-ShortlistBackbone=ConvLSTM2026.03 | 47.2 | |
| Direct-4-ShortlistBackbone=ConvLSTM2026.03 | 47.2 | |
| SAKEBackbone=ConvLSTM2026.03 | 47.2 | |
| System-coreBackbone=FNO2026.03 | 113.8 | |
| System-coreBackbone=ConvLSTM2026.03 | 169 |