Recommendation on MovieTV N=20 (test)
0.475Hit Rate @ 1 (H@1)MemRec
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MemRecCandidate Set Size (N)=202026.01 | 0.475 | 0.7543 | 0.6212 | 0.8752 | 0.6606 | |
| i^2AgentCandidate Set Size (N)=202026.01 | 0.3822 | 0.6367 | 0.5178 | 0.7735 | 0.5617 | |
| iAgentCandidate Set Size (N)=202026.01 | 0.3236 | 0.5362 | 0.4331 | 0.6762 | 0.4778 | |
| SASRecCandidate Set Size (N)=202026.01 | 0.2923 | 0.5128 | 0.4092 | 0.6311 | 0.447 | |
| AgentCFCandidate Set Size (N)=202026.01 | 0.287 | 0.6288 | 0.4648 | 0.7616 | 0.5077 | |
| LightGCNCandidate Set Size (N)=202026.01 | 0.2657 | 0.533 | 0.4064 | 0.6815 | 0.4537 | |
| RecBotCandidate Set Size (N)=202026.01 | 0.242 | 0.4201 | 0.3316 | 0.6015 | 0.3895 | |
| Vanilla LLMCandidate Set Size (N)=202026.01 | 0.2379 | 0.5003 | 0.3648 | 0.7261 | 0.4406 | |
| P5Candidate Set Size (N)=202026.01 | 0.1113 | 0.2769 | 0.1902 | 0.5137 | 0.2657 |