Datasets › iWildCam2020-WILDS
iWildCam2020-WILDS
The iWildCam2020-WILDS dataset is a variant of the iWildCam 2020 dataset. iWildCam2020-WILDS is a benchmark dataset designed to test OOD generalization for the task of species classification. The label space consists of 182 species. Each domain corresponds to a different location of the camera trap. The training and test images belong to disjoint sets of locations in the OOD setting.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Image Classification | iWildCam2020-WILDS | COSMO Accuracy (Top-1) 74.5 | Reviving the Context: Camera Trap Species Classification... | osu-nlp-group/cosmo | 6 | Compare |
Papers archive 2025-07-28
6 shown of 6 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 9. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs | 1 | 1 | 31 Dec 2023 | not harvested |
| Gradient Matching for Domain Generalization | 2 | 1 | 20 Apr 2021 | ran 2 of 5 samples (3 unverified; 5 pointer-only for licence) |
| WILDS: A Benchmark of in-the-Wild Distribution Shifts | 6 | 1 | 14 Dec 2020 | ran 1 of 1 samples (0 unverified) |
| Attentional-Biased Stochastic Gradient Descent | 1 | 1 | 13 Dec 2020 | not harvested |
| Does Distributionally Robust Supervised Learning Give Robust Classifiers? | 0 | 1 | 7 Nov 2016 | not harvested |
| Deep CORAL: Correlation Alignment for Deep Domain Adaptation | 9 | 1 | 6 Jul 2016 | ran 10 of 16 samples (6 unverified; 10 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- iWildCam2020-WILDS
1 variant name, as the archive lists them.
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