Fine-grained retrieval on Pets (test)
0.916R@1Two-stage BM25-V pipeline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Two-stage BM25-V pipelinePre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot, Candidate pool size (K)=1002026.03 | 0.916 | 0.979 | 0.988 | |
| FAISS-IVF+PQPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 0.915 | 0.957 | 0.965 | |
| DensePre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 0.912 | 0.982 | 0.99 | |
| FAISS-HNSWPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 0.912 | 0.982 | 0.99 | |
| Two-stage BM25-V pipelinePre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot, Candidate pool size (K)=2002026.03 | 0.911 | 0.984 | 0.991 | |
| BM25-VPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 0.771 | 0.923 | 0.962 |