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Fine-grained Image Classification on iNaturalist Aves 16-shot 2018 (test)

69.4Accuracy

Few-shot FT + POC

Updated 5mo ago

Evaluation Results

Method	Links
Few-shot FT + POC 2025.12		69.4
CLAP + POC 2025.12		67.8
Few-shot LP + POC 2025.12		67.7
CrossModal LP + POC 2025.12		66
CLIP-Adapter + POC 2025.12		63.6
FineR + POC 2025.12		62.5
CoOp + POC 2025.12		62
MaPLe + POC 2025.12		61
Tip-Adapter + POC 2025.12		59.6
Few-shot FT 2025.12		58.2
CLAP 2025.12		57
Few-shot LP 2025.12		53.8
CrossModal LP 2025.12		53.3
CLIP-Adapter 2025.12		50.9
CoOp 2025.12		48.2
Tip-Adapter 2025.12		47.7
FineR 2025.12		47.5
MaPLe 2025.12		47.4