Top-K Recommendation on Amazon Office (test)
8R@10GUME
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GUMEMOTOR variant=MS2024.10 | 8 | 10.78 | 4.68 | 5.38 | 21.12 | |
| MGCNMOTOR variant=MA2024.10 | 7.89 | 10.74 | 4.58 | 5.3 | 15.73 | |
| GUMEMOTOR variant=MA2024.10 | 7.85 | 10.43 | 4.67 | 5.32 | 17.19 | |
| MGCNMOTOR variant=MS2024.10 | 7.75 | 10.57 | 4.43 | 5.14 | 13.9 | |
| FREEDOMMOTOR variant=MS2024.10 | 7.65 | 10.63 | 4.27 | 5.02 | 9.25 | |
| FREEDOMMOTOR variant=MA2024.10 | 7.43 | 10.36 | 4.25 | 4.91 | 6.47 | |
| FREEDOMMOTOR variant=None2024.10 | 7.21 | 9.73 | 4.21 | 4.85 | — | |
| MGCNMOTOR variant=None2024.10 | 7.14 | 9.28 | 4.27 | 4.81 | — | |
| LGMRecMOTOR variant=MS2024.10 | 6.86 | 9.98 | 3.97 | 4.53 | 4.94 | |
| LGMRecMOTOR variant=MA2024.10 | 6.82 | 9.94 | 3.89 | 4.49 | 4.52 | |
| LGMRecMOTOR variant=None2024.10 | 6.75 | 9.51 | 3.74 | 4.44 | — | |
| SLMRecMOTOR variant=MS2024.10 | 6.64 | 8.99 | 3.86 | 4.46 | 24.69 | |
| GUMEMOTOR variant=None2024.10 | 6.62 | 8.9 | 3.86 | 4.44 | — | |
| SLMRecMOTOR variant=MA2024.10 | 6.5 | 8.86 | 3.78 | 4.38 | 22.88 | |
| BM3MOTOR variant=MA2024.10 | 6.25 | 8.82 | 3.61 | 4.26 | 34.04 | |
| VBPRMOTOR variant=MS2024.10 | 5.78 | 7.55 | 3.49 | 3.94 | 52.83 | |
| BM3MOTOR variant=MS2024.10 | 5.74 | 8.37 | 3.15 | 3.82 | 27.2 | |
| LightGCNMOTOR variant=MA2024.10 | 5.67 | 7.74 | 3.31 | 3.83 | 78.34 | |
| LightGCNMOTOR variant=MS2024.10 | 5.61 | 7.74 | 3.31 | 3.85 | 78.34 | |
| SLMRecMOTOR variant=None2024.10 | 5.57 | 7.21 | 3.46 | 3.87 | — | |
| VBPRMOTOR variant=MA2024.10 | 5.54 | 7.31 | 3.35 | 3.8 | 47.98 | |
| BM3MOTOR variant=None2024.10 | 5.01 | 6.58 | 3.13 | 3.53 | — | |
| BPRMOTOR variant=MA2024.10 | 4.24 | 5.78 | 2.47 | 2.86 | 131.2 | |
| BPRMOTOR variant=MS2024.10 | 4.06 | 5.61 | 2.38 | 2.77 | 124.4 | |
| VBPRMOTOR variant=None2024.10 | 3.88 | 4.94 | 2.54 | 2.81 | — | |
| LightGCNMOTOR variant=None2024.10 | 3.33 | 4.34 | 2.13 | 2.39 | — | |
| BPRMOTOR variant=None2024.10 | 1.78 | 2.5 | 1.08 | 1.26 | — |