Compositional Generalization on ColorMNIST Faithfulness 40 OOD compositions
62.6FIDPoE + LoRA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PoE + LoRAtype=LoRA distillation2026.05 | 62.6 | 95.1 | 89.5 | 88 | 87.6 | |
| PoEtype=analytic CFG2026.05 | 81.8 | 91.2 | 75.5 | 80.7 | 75.3 | |
| Top-32026.05 | 178.5 | 90.2 | 11 | 30 | 5.1 | |
| Top-12026.05 | 191.2 | 91 | 9.5 | 42.2 | 6.2 | |
| Query-only2026.05 | 247.1 | 82 | 0.5 | 2.5 | 0 |