DCASE
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DCASE 2020 (dev)
94.2Official Performance Metric
46
DCASE T2 DG sec-eval 2023
73.8HMean
27
DCASE T2 DG 2023 (sec dev)
66.3HMean
26
DCASE T2 sec-eval 2020
88.5Amean
26
DCASE T2 DG sec-eval 2024
63HMean
25
DCASE T2 DG 2024 (dev)
62.4HMean
25
DCASE
48.9Mi-F1 Score
21
DCASE HEAR challenge
89.1Onset FMS
20
DCASE 2023 (eval)
74.2Official Performance Score
17
DCASE 2023 (dev)
73.8Performance Metric
17
DCASE 2024
67Dataset-wise Harmonic Mean
16
DCASE 2024 (eval)
67.1Official Performance Metric
16
DCASE 2023
71.8Dataset-wise Harmonic Mean
16
DCASE 2020
93.7Dataset-wise Harmonic Mean
16
DCASE 2020 (eval)
94.3Official Performance Metric
15
DCASE challenge task 4 2023 (test)
0.587PSDS1
15
DCASE
97Accuracy
15
DCASE 2024 (dev)
67.8Performance Score
14
DCASE RMIS Benchmark
74.2DCASE 20 Score
14
DCASE task 1a 2020 (dev)
81.9Overall Accuracy
13
DCASE 2019
15.27Accuracy
12
DCASE 2022
71.8Dataset-wise Harmonic Mean
12
DCASE 2022 (eval)
71Official Performance Metric
12
DCASE DESED Task 4 2024
0.583tPSDS@1
12
DCASE Task 7 DIL D2 2026 (dev-test)
81.69Micro Accuracy
10