Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.89Adjusted R2
7
May 8, 2026
0.426dcase
7
Feb 26, 2026
35.9bbox AP
7
Feb 26, 2026
60.9mAP
6
Apr 3, 2026
88.5Accuracy
6
Mar 17, 2026
96.8Accuracy
6
Feb 26, 2026
51.4Macro F1
6
Feb 26, 2026
0.573Macro F1
6
Feb 26, 2026
68.3Macro F1
6
Feb 26, 2026
62.7Macro F1
6
Feb 26, 2026
41.3Macro F1
6
Feb 26, 2026
0Failure Rate
6
Feb 26, 2026
0Failure Rate
6
Feb 26, 2026
81.47F1 Score
5
May 13, 2026
100Accuracy
5
Mar 30, 2026
98.1mAP@50
5
Feb 26, 2026
100Score (gpt-5.1)
5
Feb 26, 2026
94.7GPT-5.1 Score (T/F)
5
Feb 26, 2026
71.6Detection Score
5
Feb 26, 2026
97IBD Score
5
Feb 26, 2026
97.6BCa Score
5
Feb 26, 2026
62F1-Score
4
Mar 23, 2026
84F1-Score
4
Mar 23, 2026
73F1-Score
4
Mar 23, 2026
86F1-Score
4
Mar 23, 2026