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Benchmarks
Fine-grained Visual Recognition on Pet-37 (test)
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84.4
EM
SigLIP-FT
13.68
32.04
50.4
68.76
Apr 18, 2026
EM
SBert
Updated 1mo ago
Evaluation Results
Method
Method
Links
EM
SBert
SigLIP-FT
Model Category=CLIP-based
2026.04
84.4
94.4
HyMOR-Gemma
Model Category=HyMOR f...
2026.04
84.4
94.4
HyMOR-Qwen
Model Category=HyMOR f...
2026.04
84.1
94.2
Finedefics-8B
Model Category=Fine-gr...
2026.04
66.9
87.8
SigLIP
Model Category=CLIP-based
2026.04
57.8
76.8
BioCLIP
Model Category=CLIP-based
2026.04
54.4
73.5
Qwen2.5-VL-3B
Model Category=General...
2026.04
34.3
65.1
Gemma-3-4B
Model Category=General...
2026.04
27
56.8
InternVL2.5-4B
Model Category=General...
2026.04
16.4
51.9
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