Regret assessment on DiffReact full-oracle case-level PDEBench
-0.8Regret KneeSystem-core
Evaluation Results
| Method | Links | |
|---|---|---|
| System-coreBackbone=Transformer2026.03 | -0.8 | |
| Direct-4-ShortlistBackbone=ConvLSTM2026.03 | 0 | |
| SAKEBackbone=ConvLSTM2026.03 | 0 | |
| Direct-3-ShortlistBackbone=FNO2026.03 | 0 | |
| Direct-4-ShortlistBackbone=FNO2026.03 | 0 | |
| SAKEBackbone=FNO2026.03 | 0 | |
| Direct-3-ShortlistBackbone=Transformer2026.03 | 0 | |
| SAKEBackbone=Transformer2026.03 | 0 | |
| Direct-3-ShortlistBackbone=U-Net2026.03 | 0 | |
| Direct-4-ShortlistBackbone=U-Net2026.03 | 0 | |
| Direct-4-ShortlistBackbone=Transformer2026.03 | 0.4 | |
| System-coreBackbone=FNO2026.03 | 4.6 | |
| SAKEBackbone=U-Net2026.03 | 6.7 | |
| System-coreBackbone=U-Net2026.03 | 23.3 | |
| System-coreBackbone=ConvLSTM2026.03 | 43.3 | |
| Direct-3-ShortlistBackbone=ConvLSTM2026.03 | 43.3 |