Cold-start Recommendation on Microlens Cold (test)
14.55Recall@20SEMCo-Online
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SEMCo-OnlineTraining Strategy=Online Distillation, Activation Function=Sparsemax2026.04 | 14.55 | 6.29 | 5.24 | 55.99 | |
| SEMCo-OfflineTraining Strategy=Offline Distillation, Activation Function=Entmax2026.04 | 14.11 | 6.15 | 5.22 | 54.57 | |
| SEMCo-OfflineTraining Strategy=Offline Distillation, Activation Function=Softmax2026.04 | 13.91 | 6.19 | 5.32 | 51.82 | |
| SEMCo-OnlineTraining Strategy=Online Distillation, Activation Function=Entmax2026.04 | 13.87 | 6.15 | 4.99 | 50.54 | |
| SEMCoTraining Strategy=Standard, Activation Function=Entmax2026.04 | 13.72 | 6 | 5.11 | 61.55 | |
| SEMCo-OfflineTraining Strategy=Offline Distillation, Activation Function=Sparsemax2026.04 | 13.71 | 6.07 | 5.37 | 62.38 | |
| SEMCoTraining Strategy=Standard, Activation Function=Softmax2026.04 | 13.36 | 5.9 | 5.04 | 54.09 | |
| SEMCoTraining Strategy=Standard, Activation Function=Sparsemax2026.04 | 13.32 | 5.94 | 4.88 | 60.52 | |
| GoRecTraining Strategy=Cold-Start Baseline2026.04 | 12.94 | 5.62 | 4.48 | 31.67 | |
| HeaterTraining Strategy=Cold-Start Baseline2026.04 | 12.03 | 5.04 | 3.84 | 32.67 | |
| GARTraining Strategy=Cold-Start Baseline2026.04 | 11.8 | 4.87 | 3.59 | 40.41 | |
| ALDITraining Strategy=Cold-Start Baseline2026.04 | 10.75 | 4.45 | 3.28 | 38.82 | |
| CLCRecTraining Strategy=Cold-Start Baseline2026.04 | 9.14 | 4.01 | 3.25 | 37.6 |