Compositional Generalization on ColorMNIST 40 OOD compositions
84.7FIDPoE + LoRA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PoE + LoRAtype=LoRA distillation2026.05 | 84.7 | 94.8 | 82.2 | 78.8 | 76.3 | |
| PoEtype=analytic CFG2026.05 | 102.9 | 90.9 | 67 | 69.8 | 63 | |
| Top-32026.05 | 181 | 90.3 | 15.8 | 30.5 | 5.3 | |
| Top-12026.05 | 194.4 | 91 | 5.3 | 38.8 | 6.5 | |
| Query-only2026.05 | 254.9 | 81.9 | 0 | 1.2 | 0 |