Link Prediction on Products (Accuracy)
97.38AccuracyLLAGA-ND
Evaluation Results
| Method | Links | |
|---|---|---|
| LLAGA-NDEvaluation Protocol=TASK EXPERT2026.05 | 97.38 | |
| LLAGA-NDEvaluation Protocol=SINGLE FOCUS2026.05 | 97.36 | |
| KCoTEvaluation Protocol=CLASSIFICATION EXPERT2026.05 | 97.3 | |
| KCoTEvaluation Protocol=SINGLE FOCUS2026.05 | 96.7 | |
| LLAGA-NDEvaluation Protocol=CLASSIFICATION EXPERT2026.05 | 96.56 | |
| KCoTEvaluation Protocol=TASK EXPERT2026.05 | 96.32 | |
| LLAGA-HOEvaluation Protocol=CLASSIFICATION EXPERT2026.05 | 96.06 | |
| LLAGA-HOEvaluation Protocol=TASK EXPERT2026.05 | 95.85 | |
| LLAGA-HOEvaluation Protocol=SINGLE FOCUS2026.05 | 95.56 | |
| GraphSAGEEvaluation Protocol=SINGLE FOCUS2026.05 | 94.96 | |
| SAGNEvaluation Protocol=SINGLE FOCUS2026.05 | 94.85 | |
| GraphGPTEvaluation Protocol=SINGLE FOCUS2026.05 | 94.32 | |
| GraphGPTEvaluation Protocol=CLASSIFICATION EXPERT2026.05 | 94.26 | |
| GCNEvaluation Protocol=SINGLE FOCUS2026.05 | 93.95 | |
| GATEvaluation Protocol=SINGLE FOCUS2026.05 | 93.85 | |
| GCNEvaluation Protocol=TASK EXPERT2026.05 | 93.54 | |
| GraphSAGEEvaluation Protocol=TASK EXPERT2026.05 | 93.49 | |
| NodeFormerEvaluation Protocol=TASK EXPERT2026.05 | 93.42 | |
| GraphGPTEvaluation Protocol=TASK EXPERT2026.05 | 93.12 | |
| GCNEvaluation Protocol=CLASSIFICATION EXPERT2026.05 | 92.88 | |
| GraphSAGEEvaluation Protocol=CLASSIFICATION EXPERT2026.05 | 92.22 | |
| GATEvaluation Protocol=CLASSIFICATION EXPERT2026.05 | 92.11 | |
| GATEvaluation Protocol=TASK EXPERT2026.05 | 92.03 | |
| NodeFormerEvaluation Protocol=SINGLE FOCUS2026.05 | 90.93 | |
| SGCEvaluation Protocol=SINGLE FOCUS2026.05 | 88.51 | |
| Vicuna-7BEvaluation Protocol=SINGLE FOCUS2026.05 | 86.77 | |
| Vicuna-7BEvaluation Protocol=CLASSIFICATION EXPERT2026.05 | 86.58 | |
| Vicuna-7BEvaluation Protocol=TASK EXPERT2026.05 | 85.64 | |
| NodeFormerEvaluation Protocol=CLASSIFICATION EXPERT2026.05 | 75.42 |