Vector Linking on FiQA
79.8PrecisionGEH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GEHEmbedding Model Pair=Qwen-Kalm, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 79.8 | 79.9 | 79.8 | |
| ProcEmbedding Model Pair=Qwen-Kalm, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 20.6 | 1.3 | 2.4 | |
| RCSLSEmbedding Model Pair=Qwen-Kalm, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 15.8 | 0.2 | 0.4 | |
| CCAEmbedding Model Pair=Qwen-Kalm, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 12.5 | 0.7 | 1.4 | |
| MLPEmbedding Model Pair=Qwen-Kalm, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 9.2 | 0.1 | 0.3 | |
| UGWEmbedding Model Pair=Qwen-Kalm, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 2.4 | 0 | 0 | |
| LinearEmbedding Model Pair=Qwen-Kalm, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 0.7 | 0.8 | 0.8 | |
| AOEmbedding Model Pair=Qwen-Kalm, Overlap (α)=0.3, Seeds (|S|)=152026.05 | 0.1 | 0.1 | 0.1 |