specid_eval_jw / README.md
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metadata
dataset_info:
  features:
    - name: image
      dtype: image
    - name: options
      sequence: string
    - name: answer
      dtype: int32
    - name: observation_id
      dtype: int32
  splits:
    - name: train
      num_bytes: 10910563
      num_examples: 100
  download_size: 10897123
  dataset_size: 10910563
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

SpecID is a dataset/eval consisting of 100 photographs I (Jonathan Whitaker) have taken, with robust species-level IDs. Each comes with up to four 'distractors' from the same family. THe goal is to correctly identify the organism in the picture.

Code to create a similar eval from iNaturalist data: https://github.com/johnowhitaker/specid_eval

Results for popular models coming soon :)