Datasets › BirdClef 2020 (Pruned)
BirdClef 2020 (Pruned)
Due to the highly variable sample size of the original BirdClef2020 dataset and the issues that it presents with reproducibility, we propose a pruned version of the set, where samples longer than 180s are removed along with classes with fewer than 50 samples. This processing puts it further in line with other complex audio datasets and allows for experimentation on more consumer friendly hardware.
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 | ||||
|---|---|---|---|---|---|---|
| Few-Shot Audio Classification | BirdClef 2020 (Pruned) | Meta-Curvature (CRNN) Top-1 Accuracy(5-Way-1-Shot) 61.34 +- 0.46 | MetaAudio: A Few-Shot Audio Classification Benchmark | cheggan/metaaudio-a-few-shot-audio-classification-benchmark | 10 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 3. 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 | |||
|---|---|---|---|---|
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | 1 | 3 | 29 May 2023 | not harvested |
| MetaAudio: A Few-Shot Audio Classification Benchmark | 1 | 7 | 5 Apr 2022 | ran 1 of 1 samples (0 unverified; 1 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
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- BirdClef 2020 (Pruned)
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections