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Benchmarks
Fine-grained Retrieval on CUB-200 (test)
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0.768
R@1
FAISS-HNSW
0.46016
0.54008
0.62
0.69992
Mar 6, 2026
R@1
R@5
R@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
R@1
R@5
R@10
FAISS-HNSW
Pre-training=SAE Image...
2026.03
0.768
0.948
0.975
Dense
Pre-training=SAE Image...
2026.03
0.767
0.948
0.975
Two-stage BM25-V pipeline
Pre-training=SAE Image...
2026.03
0.755
0.941
0.969
Two-stage BM25-V pipeline
Pre-training=SAE Image...
2026.03
0.744
0.929
0.96
FAISS-IVF+PQ
Pre-training=SAE Image...
2026.03
0.734
0.918
0.947
BM25-V
Pre-training=SAE Image...
2026.03
0.472
0.738
0.835
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