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Papers Benchmarks Datasets Tasks

Insects dataset and benchmarks · SOTA2 Research

Research Datasets

Insects

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Classification

Insects Spider

45.1Accuracy

30

Image Classification

Insects Spider (test)

45.4Accuracy

30

Image Classification

Insects-1M

93.25Accuracy

19

Fine-grained Image Classification

Insects-2 (I2)

23.7Accuracy

13

Species Classification

Insects

56.23Top-1 Accuracy

12

Order-level classification

Insects-1M 1.0 (test)

93.25Accuracy

11

Image Classification

Insects-1M (test)

93.25Accuracy

8

Anomaly Detection

INSECTS Non-stationary

0.783AUC

6

Image Classification

Insects Spider

26.1Accuracy

4

Popular tasks

Image Classification Anomaly Detection Fine-grained Image Classification Species Classification Order-level classification

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