Leaderboard of all the pre-trained Birder models across multiple datasets.

Benchmark Setup

  • GPU: A5000 ADA Generation
  • CPU: AMD Ryzen Threadripper PRO 7975WX
  • PyTorch version: 2.12.0+cu130

Datasets Information

Birder Datasets

Name Training samples Validation samples Classes
arabian-peninsula 583,911 21,641 735
eu-common 569,855 19,877 707
il-all 462,429 18,622 550
il-common 330,880 15,816 371
danube-delta 325,998 13,421 368

Public Datasets

Name Training samples Validation samples Classes
iNaturalist 2021 2,686,843 100,000 10,000
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