Fine-grained Retrieval on CUB-200 (test)
0.768R@1FAISS-HNSW
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FAISS-HNSWPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot, Interpretability=None (Dense-only)2026.03 | 0.768 | 0.948 | 0.975 | |
| DensePre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot, Interpretability=None (Dense-only)2026.03 | 0.767 | 0.948 | 0.975 | |
| Two-stage BM25-V pipelinePre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot, Candidate pool size (K)=2002026.03 | 0.755 | 0.941 | 0.969 | |
| Two-stage BM25-V pipelinePre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot, Candidate pool size (K)=1002026.03 | 0.744 | 0.929 | 0.96 | |
| FAISS-IVF+PQPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot, Interpretability=None (Dense-only)2026.03 | 0.734 | 0.918 | 0.947 | |
| BM25-VPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 0.472 | 0.738 | 0.835 |