Patent Retrieval on Financial Patents (test)
0.1782MRRExact-Large
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Exact-LargeText vectorization model=Large model, Nearest neighbor search method=Exact2026.01 | 0.1782 | 0.1831 | 0.1309 | 0.2512 | 0.3196 | 0.3914 | |
| HNSW-LargeText vectorization model=Large model, Nearest neighbor search method=HNSW2026.01 | 0.1782 | 0.183 | 0.1309 | 0.2511 | 0.3194 | 0.3912 | |
| ANNOY-LagreText vectorization model=Large model, Nearest neighbor search method=ANNOY2026.01 | 0.1775 | 0.1814 | 0.1301 | 0.2489 | 0.316 | 0.386 | |
| HNSW-TF-IDFText vectorization model=TF-IDF, Nearest neighbor search method=HNSW2026.01 | 0.0786 | 0.0806 | 0.0617 | 0.143 | 0.1912 | 0.2507 | |
| HNSW-Doc2VecText vectorization model=Doc2Vec, Nearest neighbor search method=HNSW2026.01 | 0.0397 | 0.0493 | 0.0275 | 0.0753 | 0.1172 | 0.1806 | |
| HNSW-BERTText vectorization model=BERT, Nearest neighbor search method=HNSW2026.01 | 0.0348 | 0.0404 | 0.0234 | 0.0622 | 0.0936 | 0.1455 |