Recommendation on Goodreads N=20 (test)
26.57H@1MemRec
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MemRecCandidate Set Size (N)=202026.01 | 26.57 | 60.62 | 44.34 | 79.48 | 50.42 | |
| i2AgentCandidate Set Size (N)=202026.01 | 20.65 | 53.5 | 37.67 | 74.28 | 44.35 | |
| AgentCFCandidate Set Size (N)=202026.01 | 18.75 | 54.27 | 36.92 | 78.05 | 44.62 | |
| iAgentCandidate Set Size (N)=202026.01 | 16.21 | 41.07 | 28.71 | 60.35 | 34.9 | |
| LightGCNCandidate Set Size (N)=202026.01 | 16.17 | 55.66 | 35.88 | 81.77 | 44.34 | |
| RecBotCandidate Set Size (N)=202026.01 | 12.34 | 33.64 | 22.89 | 55.83 | 29.99 | |
| P5Candidate Set Size (N)=202026.01 | 10.38 | 26.11 | 17.98 | 50.41 | 25.72 | |
| Vanilla LLMCandidate Set Size (N)=202026.01 | 9.99 | 32.45 | 22.11 | 67.12 | 32.91 | |
| SASRecCandidate Set Size (N)=202026.01 | 6.99 | 30.53 | 18.59 | 54.35 | 26.21 |