Hierarchical Classification on ListOps
61.3AccuracyS4
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| S4Pruning Rate=0%2026.06 | 61.3 | 621.7 | — | 401,418 | — | |
| S4DPruning Rate=10%2026.06 | 60.25 | 154.6 | -4.8 | 389,564 | -3.3 | |
| S4Pruning Rate=10%2026.06 | 59.8 | 561.8 | -9.6 | 381,552 | -5 | |
| S4DPruning Rate=0%2026.06 | 59.7 | 170.4 | — | 402,954 | — | |
| S4DPruning Rate=30%2026.06 | 58.75 | 123.1 | -18.9 | 363,044 | -9.9 | |
| S4Pruning Rate=30%2026.06 | 57.05 | 442 | -28.9 | 342,078 | -14.8 | |
| S4DPruning Rate=50%2026.06 | 55.3 | 91.4 | -33.1 | 336,394 | -16.5 | |
| S4Pruning Rate=50%2026.06 | 54.75 | 321 | -48.4 | 302,346 | -24.7 | |
| S4DPruning Rate=70%2026.06 | 49.35 | 59.6 | -47.7 | 309,874 | -23.1 | |
| S4Pruning Rate=70%2026.06 | 47.2 | 201.8 | -67.5 | 262,614 | -34.6 | |
| S4DPruning Rate=90%2026.06 | 43.3 | 26.4 | -61.4 | 283,224 | -29.7 | |
| S4Pruning Rate=90%2026.06 | 40.05 | 83.4 | -86.6 | 223,140 | -44.4 |