Patent-to-patent retrieval on PATENTFULLBENCH References
58.62Recall@100COR
Evaluation results
| Method | Links | |
|---|---|---|
| CORRetrieval Protocol=COR, Optimizer=GPT-4o-Mini-2024-0718, Retriever=Inf-Ret-v1, Retrieval depth=22025.07 | 58.62 | |
| CORRetrieval Protocol=COR, Optimizer=GPT-4o-Mini-2024-0718, Retriever=JEmb-v2, Retrieval depth=22025.07 | 57.23 | |
| JEmb-v2-Base-ENRetrieval Protocol=F2F, Retriever=JEmb-v2-Base-EN2025.07 | 56.57 | |
| Inf-Ret-v1Retrieval Protocol=F2F, Retriever=Inf-Ret-v12025.07 | 56.23 | |
| CORRetrieval Protocol=COR, Optimizer=GPT-4o-Mini-2024-0718, Retriever=BGE-M3, Retrieval depth=22025.07 | 54.71 | |
| Inf-Ret-v1Retrieval Protocol=A2A, Retriever=Inf-Ret-v12025.07 | 52.78 | |
| PaECTERRetrieval Protocol=A2A, Retriever=PaECTER2025.07 | 52.77 | |
| BGE-M3Retrieval Protocol=F2F, Retriever=BGE-M32025.07 | 52.3 | |
| JEmb-v2-Base-ENRetrieval Protocol=A2A, Retriever=JEmb-v2-Base-EN2025.07 | 49.39 | |
| PAT-SPECTERRetrieval Protocol=A2A, Retriever=PAT-SPECTER2025.07 | 47.36 | |
| BGE-M3Retrieval Protocol=A2A, Retriever=BGE-M32025.07 | 46.42 |