Sound Event Detection2020en
Domestic Environment Sound Event Detection (DCASE Task 4)
Sound event detection dataset covering 10 domestic sound classes. Used as the benchmark for DCASE Challenge Task 4. Primary metric is event-based macro-F1 on the public eval / validation set.
Current State of the Art
ATST-SED
Audio Research
58.1
event-f1
DESED — event-f1
3 results · 1 SOTA advances · higher is better
All results
SOTA frontier
event-f1 Progress Over Time
Showing 2 breakthroughs from Mar 2022 to Apr 2024
Key Milestones
Total Improvement
28.8%
Time Span
2y 1m
Breakthroughs
2
Current SOTA
58.1
Top Models Performance Comparison
Top 3 models ranked by event-f1
Best Score
58.1
Top Model
ATST-SED
Models Compared
3
Score Range
18.0