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Fine-grained species classification research benchmarks · SOTA2 Research

Fine-grained species classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Fungi FungiTastic 16-shot (test)

Few-shot FT + POC

31.1Accuracy

18

Feb 26, 2026

Mollusca Species196 16-shot (test)

71.6Accuracy

18

Feb 26, 2026

Weeds Species196 16-shot (test)

Few-shot FT + POC

87.7Accuracy

18

Feb 26, 2026

Insecta Species196 16-shot (test)

70.8Accuracy

18

Feb 26, 2026

iNaturalist Aves 16-shot 2018 (test)

Few-shot FT + POC

69.4Accuracy

18

Feb 26, 2026

Popular datasets

iNaturalist Weeds Fungi Mollusca Insecta

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