PTB-XL
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PTB-XL 100Hz (test)
0.938All AUROC
7
PTB-XL
76Accuracy
6
PTB-XL normal-sample (test)
0.4MAE (Heart Rate)
6
PTB-XL
20.45LLM Score
6
PTB-XL modality-level missing 50%
60F1 Score
5
PTB-XL within-modality missing 50%
62.6F1 Score
5
PTB-XL Mixed 20% missingness
64.1F1 Score
5
PTB-XL All
76.05AUC
5
PTB-XL Rhythm
91.01AUC
5
PTB-XL Form
66.89AUC
5
PTB-XL SubClass
77.58AUC
5
PTB-XL SuperClass
76.59AUC
5
PTB-XL
75.77PTB-XL Super Acc
5
PTB-XL
20.148Training Latency (h)
4
PTB-XL (external cohort)
42.7PRAUC
4
PTB-XL (external cohort)
77.9PRAUC
4
PTB-XL Intra-Source protocol (test)
94Accuracy
4
PTB-XL
96.65AUC
4
PTB-XL
6.8Relative Performance Degradation
4
PTB-XL (test)
93.2Pearson Correlation
4
PTB-XL 43-class (subject-independent)
79.17Accuracy
3
PTB-XL 5-class (subject-independent)
76.55Accuracy
3
PTB-XL
83.67Single Choice Accuracy
3
PTB-XL
2.1R@1
3
PTB-XL subset
0.56Dice Score
2