Link Prediction on MFB-IND node-inductive (test)
0.497MRRHYPER
Evaluation Results
| Method | Links | |
|---|---|---|
| HYPERInference Protocol=Zero-shot Inference, Pre-training configuration=4HG, Reification=false2025.06 | 0.497 | |
| HYPERInference Protocol=Finetuned Inference, Pre-training configuration=3KG + 2HG, Reification=false2025.06 | 0.455 | |
| HYPERInference Protocol=End-to-End Inference, Reification=false2025.06 | 0.427 | |
| HYPERInference Protocol=Zero-shot Inference, Pre-training configuration=3KG + 2HG, Reification=false2025.06 | 0.404 | |
| HCNetInference Protocol=End-to-End Inference, Reification=false2025.06 | 0.368 | |
| ULTRAInference Protocol=Finetuned Inference, Pre-training configuration=3KG+2HG, Reification=true2025.06 | 0.303 | |
| ULTRAInference Protocol=Zero-shot Inference, Pre-training configuration=3KG+2HG, Reification=true2025.06 | 0.294 | |
| ULTRAInference Protocol=Zero-shot Inference, Pre-training configuration=3KG, Reification=true2025.06 | 0.277 | |
| ULTRAInference Protocol=Zero-shot Inference, Pre-training configuration=4HG, Reification=true2025.06 | 0.264 | |
| HYPERInference Protocol=Zero-shot Inference, Pre-training configuration=50KG, Reification=false2025.06 | 0.248 | |
| HYPERInference Protocol=Zero-shot Inference, Pre-training configuration=3KG, Reification=false2025.06 | 0.184 | |
| G-MPNNInference Protocol=End-to-End Inference, Reification=false2025.06 | 0.124 | |
| RD-MPNNInference Protocol=End-to-End Inference, Reification=false2025.06 | 0.122 | |
| HGNNInference Protocol=End-to-End Inference, Reification=false2025.06 | 0.121 | |
| HYPERInference Protocol=Zero-shot Inference, Pre-training configuration=4KG, Reification=false2025.06 | 0.12 | |
| HyperGCNInference Protocol=End-to-End Inference, Reification=false2025.06 | 0.118 | |
| ULTRAInference Protocol=Zero-shot Inference, Pre-training configuration=4KG, Reification=true2025.06 | 0.096 | |
| ULTRAInference Protocol=Zero-shot Inference, Pre-training configuration=50KG, Reification=true2025.06 | 0.026 |