Information Retrieval on SciDocs Full Cocite CoRead CoView F2F
66.25Recall@5COR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CORQuery Optimizer=GPT-4.1, Embedding Model=JEmb-v22025.07 | 66.25 | 71.53 | 68.89 | |
| CORQuery Optimizer=GPT-4.1, Embedding Model=Inf-Ret-v12025.07 | 66.25 | 77.5 | 71.88 | |
| JEmb-v2Setup=F2F Retrieval2025.07 | 65.97 | 71.94 | 68.96 | |
| Inf-Ret-v1Setup=F2F Retrieval2025.07 | 65.42 | 73.89 | 69.66 | |
| Inf-Ret-v1Setup=A2A Retrieval2025.07 | 65.28 | 76.11 | 70.7 | |
| JEmb-v2Setup=A2A Retrieval2025.07 | 63.61 | 69.86 | 66.74 | |
| CORQuery Optimizer=GPT-4.1, Embedding Model=BGE-M32025.07 | 58.33 | 66.81 | 62.57 | |
| BGE-M3Setup=A2A Retrieval2025.07 | 55.56 | 65.97 | 60.77 | |
| BGE-M3Setup=F2F Retrieval2025.07 | 53.75 | 62.92 | 58.34 |