Recommendation on CiteULike (test)
5.24Recall@10RCE-KD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RCE-KDTeacher→Student=HSTU→HSTU2025.09 | 5.24 | 3.25 | 6.7 | 3.66 | |
| HetCompTeacher→Student=HSTU→HSTU2025.09 | 4.7 | 2.99 | 6.09 | 3.31 | |
| TeacherTeacher→Student=HSTU→HSTU2025.09 | 4.63 | 2.91 | 6.13 | 3.33 | |
| TeacherTeacher→Student=HSTU→MF2025.09 | 4.63 | 2.91 | 6.13 | 3.33 | |
| DCDTeacher→Student=HSTU→HSTU2025.09 | 4.61 | 2.92 | 5.99 | 3.19 | |
| RCE-KDTeacher→Student=HSTU→MF2025.09 | 4.57 | 2.85 | 5.95 | 3.24 | |
| TARecTeacher→Student=HSTU→HSTU2025.09 | 4.47 | 2.7 | 5.71 | 2.99 | |
| RRDTeacher→Student=HSTU→HSTU2025.09 | 4.33 | 2.63 | 5.62 | 2.97 | |
| CDTeacher→Student=HSTU→HSTU2025.09 | 4.28 | 2.64 | 5.65 | 2.85 | |
| TARecTeacher→Student=HSTU→MF2025.09 | 4.16 | 2.58 | 5.38 | 3 | |
| DCDTeacher→Student=HSTU→MF2025.09 | 4.11 | 2.53 | 5.33 | 2.95 | |
| HetCompTeacher→Student=HSTU→MF2025.09 | 4.01 | 2.39 | 5.24 | 2.78 | |
| RRDTeacher→Student=HSTU→MF2025.09 | 3.79 | 2.24 | 5.2 | 2.7 | |
| CDTeacher→Student=HSTU→MF2025.09 | 3.61 | 2.09 | 5.02 | 2.51 | |
| TeacherTeacher→Student=LGCN→LGCN2025.09 | 2.96 | 1.6 | 4.61 | 2.05 | |
| TeacherTeacher→Student=LGCN→MF2025.09 | 2.96 | 1.6 | 4.61 | 2.05 | |
| RCE-KDTeacher→Student=LGCN→MF2025.09 | 2.85 | 1.56 | 4.37 | 1.97 | |
| TeacherTeacher→Student=MF→MF2025.09 | 2.83 | 1.55 | 4.42 | 1.98 | |
| RCE-KDTeacher→Student=MF→MF2025.09 | 2.78 | 1.52 | 4.31 | 1.94 | |
| HetCompTeacher→Student=LGCN→MF2025.09 | 2.63 | 1.42 | 4.02 | 1.8 | |
| RCE-KDTeacher→Student=LGCN→LGCN2025.09 | 2.62 | 1.33 | 3.77 | 1.71 | |
| StudentTeacher→Student=HSTU→HSTU2025.09 | 2.62 | 1.59 | 3.71 | 1.89 | |
| DCDTeacher→Student=LGCN→MF2025.09 | 2.6 | 1.39 | 3.87 | 1.77 | |
| HetCompTeacher→Student=MF→MF2025.09 | 2.55 | 1.35 | 3.91 | 1.77 | |
| DCDTeacher→Student=MF→MF2025.09 | 2.54 | 1.36 | 3.75 | 1.73 | |
| TARecTeacher→Student=MF→MF2025.09 | 2.54 | 1.33 | 3.8 | 1.71 | |
| TARecTeacher→Student=LGCN→MF2025.09 | 2.54 | 1.37 | 3.7 | 1.73 | |
| RRDTeacher→Student=MF→MF2025.09 | 2.51 | 1.35 | 3.62 | 1.69 | |
| HetCompTeacher→Student=LGCN→LGCN2025.09 | 2.48 | 1.27 | 3.62 | 1.6 | |
| RRDTeacher→Student=LGCN→LGCN2025.09 | 2.47 | 1.25 | 3.59 | 1.58 | |
| RRDTeacher→Student=LGCN→MF2025.09 | 2.47 | 1.37 | 3.67 | 1.69 | |
| DCDTeacher→Student=LGCN→LGCN2025.09 | 2.43 | 1.24 | 3.6 | 1.55 | |
| CDTeacher→Student=LGCN→MF2025.09 | 2.4 | 1.33 | 3.65 | 1.7 | |
| CDTeacher→Student=MF→MF2025.09 | 2.39 | 1.31 | 3.47 | 1.58 | |
| CDTeacher→Student=LGCN→LGCN2025.09 | 2.34 | 1.25 | 3.54 | 1.61 | |
| TARecTeacher→Student=LGCN→LGCN2025.09 | 2.31 | 1.21 | 3.5 | 1.57 | |
| StudentTeacher→Student=LGCN→LGCN2025.09 | 2.15 | 1.13 | 3.44 | 1.48 | |
| StudentTeacher→Student=MF→MF2025.09 | 1.77 | 0.98 | 2.84 | 1.28 | |
| StudentTeacher→Student=LGCN→MF2025.09 | 1.77 | 0.98 | 2.84 | 1.28 | |
| StudentTeacher→Student=HSTU→MF2025.09 | 1.77 | 0.98 | 2.84 | 1.28 |