Vector Linking on NFCorpus (Precision/Recall/F1)
82.1PrecisionGEH
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GEHEmbedding Model Pair=Qwen-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 82.1 | 95.6 | 88.3 | |
| ProcEmbedding Model Pair=Qwen-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 52.5 | 11.8 | 19.3 | |
| CCAEmbedding Model Pair=Qwen-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 46.7 | 10.6 | 17.3 | |
| RCSLSEmbedding Model Pair=Qwen-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 38.9 | 3 | 5.6 | |
| MLPEmbedding Model Pair=Qwen-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 36.1 | 3.3 | 6 | |
| AOEmbedding Model Pair=Qwen-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 22.5 | 22.5 | 22.5 | |
| UGWEmbedding Model Pair=Qwen-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 14.8 | 2.4 | 4.2 | |
| LinearEmbedding Model Pair=Qwen-OpenAI, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 2.8 | 7.2 | 4 |