MNIST Addition on MNISTAdd 15 digits
74.85AccuracyBP-EM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BP-EMInference Protocol=Exact (sum-product BP)2026.06 | 74.85 | 1.95 | |
| BP-std (exact)Inference Protocol=Exact (sum-product BP)2026.06 | 72.79 | 7.93 | |
| EXALInference Protocol=Sampling-based2026.06 | 62.62 | 42.44 | |
| A-NeSIInference Protocol=Neural approximation2026.06 | 55.88 | 57.55 | |
| BP-EM-MInference Protocol=Max-product BP2026.06 | 30.36 | 2.38 |