Audio Classification 벤치마크
Audio Classification on ESC-50
Top-1 Accuracy
- 2017-05-23 — L3: Top-1 Accuracy 79.3
- 2018-06-30 — AVTS: Top-1 Accuracy 82.3
- 2019-11-28 — XDC: Top-1 Accuracy 85.4
- 2020-04-27 — AVID: Top-1 Accuracy 89.2
- 2021-03-11 — Multi-Format Contrastive: Top-1 Accuracy 90.5
- 2021-04-05 — Audio Spectrogram Transformer: Top-1 Accuracy 95.7
- 2021-06-03 — ERANN-2-5: Top-1 Accuracy 96.1
- 2022-02-02 — HTS-AT: Top-1 Accuracy 97.0
- 2022-11-09 — mn40_as: Top-1 Accuracy 97.45
- 2022-12-18 — BEATs: Top-1 Accuracy 98.1
- 2023-11-07 — OmniVec: Top-1 Accuracy 98.4
- 2024-01-01 — OmniVec2: Top-1 Accuracy 99.1