Text Classification on QQP
0RDCBERT base
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERT baseParams [M]=345, Operating Point=12026.01 | 0 | 89.2 | |
| BERT baseParams [M]=345, Operating Point=22026.01 | 0 | 89.2 | |
| DistilBERTParams [M]=258, Operating Point=22026.01 | -40 | 88.1 | |
| PABEEParams [M]=258, Operating Point=22026.01 | -49 | 89.6 | |
| F-PABEEParams [M]=258, Operating Point=22026.01 | -49 | 90.8 | |
| DeeBERTParams [M]=258, Operating Point=22026.01 | -49 | 87.2 | |
| BranchyNetParams [M]=258, Operating Point=22026.01 | -50 | 89.3 | |
| ADEPTParams [M]=42, Operating Point=22026.01 | -50 | 88.6 | |
| Shallow-DeepParams [M]=258, Operating Point=22026.01 | -51 | 89.6 | |
| DistilBERTParams [M]=258, Operating Point=12026.01 | -75 | — | |
| DeeBERTParams [M]=258, Operating Point=12026.01 | -75 | — | |
| ADEPTParams [M]=42, Operating Point=12026.01 | -75 | 77.8 | |
| Shallow-DeepParams [M]=258, Operating Point=12026.01 | -79 | 71.4 | |
| BranchyNetParams [M]=258, Operating Point=12026.01 | -80 | 71.6 | |
| PABEEParams [M]=258, Operating Point=12026.01 | -82 | 68.6 | |
| F-PABEEParams [M]=258, Operating Point=12026.01 | -82 | 79.6 |