Cold-start Recommendation on Clothing Cold (test)
14.86Recall@20SEMCo-Online
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SEMCo-OnlineTraining Strategy=Online Distillation, Activation Function=Sparsemax2026.04 | 14.86 | 7.17 | 5.82 | 0.6307 | |
| SEMCo-OnlineTraining Strategy=Online Distillation, Activation Function=Entmax2026.04 | 14.57 | 7.01 | 5.62 | 0.5989 | |
| SEMCoTraining Strategy=Standard, Activation Function=Entmax2026.04 | 14.35 | 6.97 | 5.67 | 0.6694 | |
| SEMCo-OfflineTraining Strategy=Offline Distillation, Activation Function=Sparsemax2026.04 | 14.35 | 7.15 | 5.71 | 0.6871 | |
| SEMCoTraining Strategy=Standard, Activation Function=Sparsemax2026.04 | 14.32 | 6.99 | 5.72 | 0.6841 | |
| SEMCo-OfflineTraining Strategy=Offline Distillation, Activation Function=Softmax2026.04 | 14.19 | 7.03 | 5.84 | 0.6698 | |
| SEMCoTraining Strategy=Standard, Activation Function=Softmax2026.04 | 14.08 | 6.84 | 5.55 | 0.6316 | |
| SEMCo-OfflineTraining Strategy=Offline Distillation, Activation Function=Entmax2026.04 | 13.98 | 7.02 | 5.81 | 0.7106 | |
| GoRecTraining Strategy=Cold-Start Baseline2026.04 | 13.89 | 6.38 | 4.95 | 0.484 | |
| HeaterTraining Strategy=Cold-Start Baseline2026.04 | 12.25 | 5.61 | 3.98 | 0.363 | |
| CLCRecTraining Strategy=Cold-Start Baseline2026.04 | 11.9 | 5.99 | 4.62 | 0.6185 | |
| GARTraining Strategy=Cold-Start Baseline2026.04 | 11.48 | 5.41 | 3.72 | 0.3516 | |
| ALDITraining Strategy=Cold-Start Baseline2026.04 | 9.54 | 4.53 | 3.12 | 0.4415 |