MLP Evaluation on Synthetic Arithmetic Tasks
100Success RateGlobal-Local Pipeline
Evaluation Results
| Method | Links | |
|---|---|---|
| Global-Local PipelineInitialization=P_s^-, Target Length=L = 302025.06 | 100 | |
| Global-Local PipelineInitialization=P_b^-, Target Length=L = 202025.06 | 100 | |
| Global-Local PipelineInitialization=P_b^-, Target Length=L = 302025.06 | 100 | |
| Global-Local PipelineInitialization=P_b^-, Target Length=L = 402025.06 | 100 | |
| Global-Local PipelineInitialization=P_s^-, Target Length=L = 202025.06 | 89.4 | |
| Global-Local PipelineInitialization=P_r^-, Target Length=L = 102025.06 | 38.2 | |
| Global-Local PipelineInitialization=P_r^-, Target Length=L = 132025.06 | 10.8 | |
| Reverse OrderTarget Length=L = 102025.06 | 10.4 | |
| Reverse OrderTarget Length=L = 202025.06 | 9.4 | |
| Reverse OrderTarget Length=L = 132025.06 | 8.2 | |
| Global-Local PipelineInitialization=P_r^-, Target Length=L = 202025.06 | 5.9 | |
| Reverse OrderTarget Length=L = 302025.06 | 3.8 | |
| Reverse OrderTarget Length=L = 402025.06 | 0.8 | |
| Global-Local PipelineInitialization=P_s^-, Target Length=L = 402025.06 | 0.4 |