Datasets:
Minor fixes
Browse filesEdit for clarity and revised CLIP/OpenCLIP benchmarks.
README.md
CHANGED
@@ -56,8 +56,8 @@ Baseline for Random guessing is 0.3.
|
|
56 |
| Model | | Rare Species Classification Results | |
|
57 |
| ---- | :----: | :----: | :----: |
|
58 |
| | _Zero-Shot Classification_ | _One-Shot Classification_ | _Five-Shot Classification_ |
|
59 |
-
| CLIP | 31.81 |
|
60 |
-
| OpenCLIP | 29.85 |
|
61 |
| BioCLIP | **38.09** | **44.9** | **65.7** |
|
62 |
| --iNat21 Only | 21.33 | 36.94 | 55.65 |
|
63 |
|
@@ -184,7 +184,7 @@ Samuel Stevens, Jiaman Wu, Matthew J. Thompson, and Elizabeth G. Campolongo
|
|
184 |
|
185 |
### Personal and Sensitive Information
|
186 |
|
187 |
-
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
|
188 |
|
189 |
## Considerations for Using the Data
|
190 |
### Social Impact of Dataset
|
|
|
56 |
| Model | | Rare Species Classification Results | |
|
57 |
| ---- | :----: | :----: | :----: |
|
58 |
| | _Zero-Shot Classification_ | _One-Shot Classification_ | _Five-Shot Classification_ |
|
59 |
+
| CLIP | 31.81 | 28.52 | 46.07 |
|
60 |
+
| OpenCLIP | 29.85 | 29.26 | 47.45 |
|
61 |
| BioCLIP | **38.09** | **44.9** | **65.7** |
|
62 |
| --iNat21 Only | 21.33 | 36.94 | 55.65 |
|
63 |
|
|
|
184 |
|
185 |
### Personal and Sensitive Information
|
186 |
|
187 |
+
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.
|
188 |
|
189 |
## Considerations for Using the Data
|
190 |
### Social Impact of Dataset
|