Fine-grained retrieval on DTD (test)
76.9R@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 | 76.9 | 91.9 | 95.5 | |
| Two-stage BM25-V pipelinePre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot, Candidate pool size (K)=2002026.03 | 76.9 | 91.7 | 95.5 | |
| DensePre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 76.2 | 91.2 | 94.6 | |
| FAISS-HNSWPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 76.2 | 91.2 | 94.6 | |
| BM25-VPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 74.7 | 88.8 | 93 | |
| FAISS-IVF+PQPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 70.6 | 84.7 | 88 |