Vector Linking on SciDocs (Precision/Recall/F1)
82.8PrecisionGEH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GEHEmbedding Model Pair=Mistral-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 82.8 | 81.6 | 82.2 | |
| RCSLSEmbedding Model Pair=Mistral-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 32.6 | 0.3 | 0.6 | |
| ProcEmbedding Model Pair=Mistral-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 15.6 | 1.6 | 2.9 | |
| CCAEmbedding Model Pair=Mistral-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 11 | 1.4 | 2.4 | |
| MLPEmbedding Model Pair=Mistral-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 10.4 | 0.3 | 0.5 | |
| UGWEmbedding Model Pair=Mistral-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 3.8 | 0.1 | 0.1 | |
| LinearEmbedding Model Pair=Mistral-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 2.2 | 1.7 | 1.9 | |
| AOEmbedding Model Pair=Mistral-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 0.2 | 0.2 | 0.2 |