User-preference matrix generation on Real-world user-preference data Inductive
65Animal ScoreSIGCLIP + VGAE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SIGCLIP + VGAETraining Mode=Inductive2026.03 | 65 | 71 | 30 | |
| VAE + GCNTraining Mode=Inductive2026.03 | 64 | 61 | 24 | |
| VAE + VGAETraining Mode=Inductive2026.03 | 60 | 64 | 25 | |
| Llama SIGCLIP + GCNTraining Mode=Inductive2026.03 | 56 | 52 | 25 | |
| VAE + GAETraining Mode=Inductive2026.03 | 53 | 54 | 19 | |
| Llama VAE + VGAETraining Mode=Inductive2026.03 | 53 | 48 | 37 | |
| Llama VAE + GAETraining Mode=Inductive2026.03 | 51 | 56 | 38 | |
| Llama SIGCLIP + GAETraining Mode=Inductive2026.03 | 49 | 54 | 36 | |
| Llama SIGCLIP + VGAETraining Mode=Inductive2026.03 | 47 | 59 | 26 | |
| SIGCLIP + GCNTraining Mode=Inductive2026.03 | 45 | 79 | 23 | |
| SIGCLIP + GAETraining Mode=Inductive2026.03 | 39 | 58 | 24 | |
| Llama VAE + GCNTraining Mode=Inductive2026.03 | 31 | 31 | 33 |