Table 1 Performance on different benchmarks
|  | Hacker’s Delight | Karel | CSmith | Math | NE | Math+NE |
|---|---|---|---|---|---|---|
Neutron | 100% | 100% | 95.45% | 98% | 97.4% | 97.00% |
LSTM+attention | 8.69% | 81.05% | 73% | 80% | 71.79% | 56.67% |
LSTM | 0 | 0 | 21.7% | 37% | 31.66% | 49.18% |
|  | Hacker’s Delight | Karel | CSmith | Math | NE | Math+NE |
|---|---|---|---|---|---|---|
Neutron | 100% | 100% | 95.45% | 98% | 97.4% | 97.00% |
LSTM+attention | 8.69% | 81.05% | 73% | 80% | 71.79% | 56.67% |
LSTM | 0 | 0 | 21.7% | 37% | 31.66% | 49.18% |