Fine-grained retrieval on Food-101 (test)
95.4Recall@1Dense
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DensePre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 95.4 | 98.7 | 99.2 | |
| FAISS-HNSWPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 95.4 | 98.7 | 99.2 | |
| Two-stage BM25-V pipelinePre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot, Candidate pool size (K)=2002026.03 | 95 | 98.3 | 98.8 | |
| Two-stage BM25-V pipelinePre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot, Candidate pool size (K)=1002026.03 | 94.6 | 98 | 98.6 | |
| FAISS-IVF+PQPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 94.1 | 97.4 | 98 | |
| BM25-VPre-training=SAE ImageNet-1K, Evaluation Protocol=zero-shot2026.03 | 86.5 | 94.7 | 96.5 |