Sequential Recommendation on CiteULike
1.11Recall@10RCE-KD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RCE-KDT→S=HSTU→HSTU2025.09 | 1.11 | 0.78 | |
| TeacherT→S=HSTU→HSTU2025.09 | 1.02 | 0.72 | |
| CDT→S=HSTU→HSTU2025.09 | 1.02 | 0.67 | |
| TeacherT→S=HSTU→MF2025.09 | 1.02 | 0.72 | |
| HetCompT→S=HSTU→HSTU2025.09 | 0.99 | 0.73 | |
| RCE-KDT→S=HSTU→MF2025.09 | 0.97 | 0.68 | |
| DCDT→S=HSTU→HSTU2025.09 | 0.95 | 0.69 | |
| TARecT→S=HSTU→HSTU2025.09 | 0.93 | 0.67 | |
| RCE-KDT→S=SASRec→SASRec2025.09 | 0.92 | 0.7 | |
| RRDT→S=HSTU→HSTU2025.09 | 0.92 | 0.65 | |
| TeacherT→S=SASRec→SASRec2025.09 | 0.91 | 0.67 | |
| HetCompT→S=HSTU→MF2025.09 | 0.89 | 0.65 | |
| HetCompT→S=SASRec→SASRec2025.09 | 0.86 | 0.66 | |
| TeacherT→S=LGCN→LGCN2025.09 | 0.83 | 0.66 | |
| DCDT→S=SASRec→SASRec2025.09 | 0.83 | 0.64 | |
| TARecT→S=HSTU→MF2025.09 | 0.83 | 0.62 | |
| DCDT→S=HSTU→MF2025.09 | 0.82 | 0.61 | |
| TARecT→S=SASRec→SASRec2025.09 | 0.8 | 0.59 | |
| RRDT→S=SASRec→SASRec2025.09 | 0.79 | 0.57 | |
| RCE-KDT→S=MF→MF2025.09 | 0.78 | 0.63 | |
| TeacherT→S=MF→MF2025.09 | 0.77 | 0.63 | |
| RRDT→S=HSTU→MF2025.09 | 0.77 | 0.59 | |
| RCE-KDT→S=LGCN→LGCN2025.09 | 0.75 | 0.6 | |
| DCDT→S=MF→MF2025.09 | 0.73 | 0.6 | |
| CDT→S=SASRec→SASRec2025.09 | 0.73 | 0.55 | |
| HetCompT→S=MF→MF2025.09 | 0.72 | 0.59 | |
| HetCompT→S=LGCN→LGCN2025.09 | 0.71 | 0.55 | |
| TARecT→S=MF→MF2025.09 | 0.7 | 0.56 | |
| DCDT→S=LGCN→LGCN2025.09 | 0.7 | 0.55 | |
| CDT→S=HSTU→MF2025.09 | 0.7 | 0.53 | |
| RRDT→S=MF→MF2025.09 | 0.69 | 0.57 | |
| RRDT→S=LGCN→LGCN2025.09 | 0.68 | 0.51 | |
| TARecT→S=LGCN→LGCN2025.09 | 0.68 | 0.52 | |
| CDT→S=MF→MF2025.09 | 0.67 | 0.54 | |
| CDT→S=LGCN→LGCN2025.09 | 0.66 | 0.5 | |
| StudentT→S=HSTU→HSTU2025.09 | 0.63 | 0.49 | |
| StudentT→S=SASRec→SASRec2025.09 | 0.54 | 0.42 | |
| StudentT→S=LGCN→LGCN2025.09 | 0.51 | 0.4 | |
| StudentT→S=MF→MF2025.09 | 0.46 | 0.32 | |
| StudentT→S=HSTU→MF2025.09 | 0.46 | 0.32 |