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Edit for clarity and revised CLIP/OpenCLIP benchmarks.

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  1. README.md +3 -3
README.md CHANGED
@@ -56,8 +56,8 @@ Baseline for Random guessing is 0.3.
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  | Model | | Rare Species Classification Results | |
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  | ---- | :----: | :----: | :----: |
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  | | _Zero-Shot Classification_ | _One-Shot Classification_ | _Five-Shot Classification_ |
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- | CLIP | 31.81 | 29.26 | 47.45 |
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- | OpenCLIP | 29.85 | 28.52 | 46.07 |
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  | BioCLIP | **38.09** | **44.9** | **65.7** |
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  | --iNat21 Only | 21.33 | 36.94 | 55.65 |
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@@ -184,7 +184,7 @@ Samuel Stevens, Jiaman Wu, Matthew J. Thompson, and Elizabeth G. Campolongo
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  ### Personal and Sensitive Information
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- All animals included in this dataset are listed as Near Threatened, Vulnerable, Endangered, Critically Endangered, or Extinct in the Wild by the [IUCN Red List](https://www.iucnredlist.org/) as of July 13, 2023 (IUCN generally updates classifications twice each year (see the [IUCN Update Schedule](https://www.iucnredlist.org/assessment/updates) for more information)). However, the specific ranking is not tied to any individual, and there is no geographical information included.
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  ## Considerations for Using the Data
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  ### Social Impact of Dataset
 
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  | Model | | Rare Species Classification Results | |
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  | ---- | :----: | :----: | :----: |
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  | | _Zero-Shot Classification_ | _One-Shot Classification_ | _Five-Shot Classification_ |
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+ | CLIP | 31.81 | 28.52 | 46.07 |
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+ | OpenCLIP | 29.85 | 29.26 | 47.45 |
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  | BioCLIP | **38.09** | **44.9** | **65.7** |
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  | --iNat21 Only | 21.33 | 36.94 | 55.65 |
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  ### Personal and Sensitive Information
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+ All animals included in this dataset are listed as Near Threatened, Vulnerable, Endangered, Critically Endangered, or Extinct in the Wild by the [IUCN Red List](https://www.iucnredlist.org/) as of July 13, 2023. (IUCN generally updates classifications twice each year; see the [IUCN Update Schedule](https://www.iucnredlist.org/assessment/updates) for more information.) However, the specific ranking is not tied to any individual, and there is no geographical information included.
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  ## Considerations for Using the Data
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  ### Social Impact of Dataset