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Concept-based classification on iNaturalist (Top-1 Accuracy)
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85
Top-1 Accuracy
VLLM + S2COPE (Ours)
17.4
34.95
52.5
70.05
Jun 12, 2026
Top-1 Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
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Top-1 Accuracy
VLLM + S2COPE (Ours)
Labels=Not Required, A...
2026.06
85
LF-CBM
Labels=Required, Archi...
2026.06
73.85
VLLM (Unoptimized)
Labels=Not Required, A...
2026.06
71.15
LaBo
Labels=Required, Archi...
2026.06
42.69
DCLIP
Labels=Required, Archi...
2026.06
23.46
TextSpan
Labels=Required, Archi...
2026.06
20
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