Patent-to-patent retrieval on PATENTFULLBENCH Citations
63.06Recall@100COR
Evaluation Results
| Method | Links | |
|---|---|---|
| CORRetrieval Protocol=COR, Optimizer=GPT-4o-Mini-2024-0718, Retriever=Inf-Ret-v1, Retrieval depth=22025.07 | 63.06 | |
| CORRetrieval Protocol=COR, Optimizer=GPT-4o-Mini-2024-0718, Retriever=JEmb-v2, Retrieval depth=22025.07 | 60.74 | |
| JEmb-v2-Base-ENRetrieval Protocol=F2F, Retriever=JEmb-v2-Base-EN2025.07 | 59.61 | |
| Inf-Ret-v1Retrieval Protocol=F2F, Retriever=Inf-Ret-v12025.07 | 58.59 | |
| Inf-Ret-v1Retrieval Protocol=A2A, Retriever=Inf-Ret-v12025.07 | 57.94 | |
| CORRetrieval Protocol=COR, Optimizer=GPT-4o-Mini-2024-0718, Retriever=BGE-M3, Retrieval depth=22025.07 | 56.78 | |
| PaECTERRetrieval Protocol=A2A, Retriever=PaECTER2025.07 | 56.25 | |
| BGE-M3Retrieval Protocol=F2F, Retriever=BGE-M32025.07 | 55.81 | |
| JEmb-v2-Base-ENRetrieval Protocol=A2A, Retriever=JEmb-v2-Base-EN2025.07 | 53.27 | |
| PAT-SPECTERRetrieval Protocol=A2A, Retriever=PAT-SPECTER2025.07 | 52.16 | |
| BGE-M3Retrieval Protocol=A2A, Retriever=BGE-M32025.07 | 49.57 |