Rating Prediction on MovieLens (MSE, GRR)
0.8132MSEDiverseDistill
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DiverseDistillCommittee=MLP_L + T52024.02 | 0.8132 | 114.2 | |
| DiverseDistillTeacher=MLP_L2024.02 | 0.8358 | 73.1 | |
| AutoSKDBertCommittee=MLP_L + T52024.02 | 0.8411 | 63.5 | |
| MTCommittee=MLP_L + T52024.02 | 0.8429 | 60.2 | |
| LDTeacher=MLP_L2024.02 | 0.8461 | 54.5 | |
| SCKDTeacher=MLP_L2024.02 | 0.8464 | 53.8 | |
| AEKDCommittee=MLP_L + T52024.02 | 0.8522 | 43.3 | |
| DiverseDistillTeacher=T52024.02 | 0.8546 | 38.9 | |
| FDTeacher=T52024.02 | 0.8587 | 31.4 | |
| AMTMLCommittee=MLP_L + T52024.02 | 0.8591 | 30.7 | |
| SCKDTeacher=T52024.02 | 0.8605 | 28.2 | |
| FDTeacher=MLP_L2024.02 | 0.866 | 18.2 |