The Birder Leaderboard

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: 2.5.1+cu124

Dataset Information

Name	Training samples	Validation samples	Classes
arabian-peninsula	583,868	21,634	735
eu-common	569,784	19,869	707
il-all	462,346	18,614	550
il-common	330,880	15,828	371

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Show models that underwent intermediate training (extra data)

Intermediate

Show models with Masked Image Modeling pre-training

MIM

Show distilled models

Distilled

Log scale X-axis

Model Filter