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Benchmarks
Fine-grained retrieval on Cars-196 (test)
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92.2
R@1
Dense
70.672
76.261
81.85
87.439
Mar 6, 2026
R@1
R@5
R@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
R@1
R@5
R@10
Dense
Pre-training=SAE Image...
2026.03
92.2
98.8
99.6
FAISS-HNSW
Pre-training=SAE Image...
2026.03
92.2
98.8
99.6
Two-stage BM25-V pipeline
Pre-training=SAE Image...
2026.03
91.8
98.5
99.3
Two-stage BM25-V pipeline
Pre-training=SAE Image...
2026.03
91.4
98.3
99
FAISS-IVF+PQ
Pre-training=SAE Image...
2026.03
89.7
97.8
98.7
BM25-V
Pre-training=SAE Image...
2026.03
71.5
90
94.6
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