Context Window Selection on PDEBench DiffReact (full-oracle case-level)
-0.8Regret KneeSystem-core
Evaluation Results
| Method | Links | |
|---|---|---|
| System-coreBackbone=Transformer, Protocol=three-seed2026.03 | -0.8 | |
| D4-ShortlistBackbone=ConvLSTM, Protocol=three-seed2026.03 | 0 | |
| SAKEBackbone=ConvLSTM, Protocol=three-seed2026.03 | 0 | |
| D3-ShortlistBackbone=FNO, Protocol=three-seed2026.03 | 0 | |
| D4-ShortlistBackbone=FNO, Protocol=three-seed2026.03 | 0 | |
| SAKEBackbone=FNO, Protocol=three-seed2026.03 | 0 | |
| D3-ShortlistBackbone=Transformer, Protocol=three-seed2026.03 | 0 | |
| SAKEBackbone=Transformer, Protocol=three-seed2026.03 | 0 | |
| D3-ShortlistBackbone=U-Net, Protocol=three-seed2026.03 | 0 | |
| D4-ShortlistBackbone=U-Net, Protocol=three-seed2026.03 | 0 | |
| D4-ShortlistBackbone=Transformer, Protocol=three-seed2026.03 | 0.4 | |
| System-coreBackbone=FNO, Protocol=three-seed2026.03 | 4.6 | |
| SAKEBackbone=U-Net, Protocol=three-seed2026.03 | 6.7 | |
| System-coreBackbone=U-Net, Protocol=three-seed2026.03 | 23.3 | |
| System-coreBackbone=ConvLSTM, Protocol=three-seed2026.03 | 43.3 | |
| D3-ShortlistBackbone=ConvLSTM, Protocol=three-seed2026.03 | 43.3 |