Heterogeneous Recommendation on Narrative Scroll Paintings (Inductive)
71Animal Precision@KGeMi GCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GeMi GCNMode=Inductive, Features=Llama-SigCLIP, Graph Structure=Heterogeneous graph2026.03 | 71 | 39 | 35 | |
| GeMi GAEFeatures=Llama-VAE, Graph Type=Heterogeneous, Evaluation Setting=Inductive2026.03 | 69 | 77 | 34 | |
| GraphSAGEMode=Inductive, Features=Llama-SigCLIP, Graph Structure=Heterogeneous graph2026.03 | 63 | 59 | 26 | |
| GraphSAGEFeatures=Llama-VAE, Graph Type=Heterogeneous, Evaluation Setting=Inductive2026.03 | 58 | 52 | 26 | |
| GATNE-IFeatures=Llama-VAE, Graph Type=Heterogeneous, Evaluation Setting=Inductive2026.03 | 56 | 61 | 33 | |
| GraphSAGEMode=Inductive, Features=Llama-VAE, Graph Configuration=item-item2026.03 | 56 | 58 | 33 | |
| PinSAGEMode=Inductive, Features=Llama-VAE, Graph Configuration=item-item2026.03 | 56 | 57 | 32 | |
| GATNE-IMode=Inductive, Features=Llama-VAE, Graph Configuration=item-item2026.03 | 56 | 60 | 34 | |
| GeMi VGAEFeatures=Llama-VAE, Graph Type=Heterogeneous, Evaluation Setting=Inductive2026.03 | 53 | 78 | 53 | |
| GeMi VGAEMode=Inductive, Features=Llama-SigCLIP, Graph Structure=Heterogeneous graph2026.03 | 52 | 77 | 53 | |
| GeMi GAEMode=Inductive, Features=Llama-VAE, Graph Configuration=item-item2026.03 | 51 | 61 | 29 | |
| GATNE-IMode=Inductive, Features=Llama-SigCLIP, Graph Structure=Heterogeneous graph2026.03 | 51 | 60 | 36 | |
| GeMi VGAEMode=Inductive, Features=Llama-VAE, Graph Configuration=item-item2026.03 | 50 | 61 | 29 | |
| PinSAGEMode=Inductive, Features=Llama-SigCLIP, Graph Structure=Heterogeneous graph2026.03 | 50 | 65 | 21 | |
| GeMi GAEMode=Inductive, Features=Llama-SigCLIP, Graph Structure=Heterogeneous graph2026.03 | 47 | 71 | 20 | |
| PinSAGEFeatures=Llama-VAE, Graph Type=Heterogeneous, Evaluation Setting=Inductive2026.03 | 46 | 61 | 39 | |
| GeMi GCNMode=Inductive, Features=Llama-VAE, Graph Configuration=item-item2026.03 | 46 | 32 | 56 | |
| GeMi GCNFeatures=Llama-VAE, Graph Type=Heterogeneous, Evaluation Setting=Inductive2026.03 | 36 | 59 | 35 |