Share your thoughts, 1 month free Claude Pro on us
See more
Feedback
Search any
task
Search any
task
SOTA Medical Time Series Classification benchmarks and papers with code | Wizwand
Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Tasks
Medical Time Series Classification
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
PTB-XL 5-Classes
Nonformer
Accuracy
89.1
38
12d ago
ADFTD 3-Classes
Transformer
Accuracy (%)
97.14
38
12d ago
ADFTD (subject-independent)
MedMamba
Accuracy
98.66
19
8d ago
UCI-HAR 6-Classes
Medformer
Accuracy
91.65
12
1mo ago
FLAAP 10-Classes
TS-Fingerprint
Accuracy
77.59
12
1mo ago
SleepEDF 5-Classes
TS-Fingerprint
Accuracy
84.18
12
1mo ago
APAVA 2-Classes
TS-Fingerprint
Accuracy
80.29
12
1mo ago
PTB 2-Classes
TS-Fingerprint
Accuracy
85.39
12
1mo ago
PTB-XL 5-Classes (test)
TeCh
Accuracy
0.7353
11
3mo ago
PTB 2-Classes (test)
TeCh
Accuracy
0.8596
11
3mo ago
TDBrain 2-Classes (test)
TeCh
Accuracy
93.21
11
3mo ago
APAVA 2-Classes (test)
TeCh
Accuracy
86.86
11
3mo ago
ADFTD 3-Classes (test)
TeCh
Accuracy
54.54
11
3mo ago
TDBRAIN (subject-independent)
MedMamba
Accuracy
92.13
10
8d ago
PTB-XL (subject-independent)
MedGNN
Accuracy
73.87
10
8d ago
PTB (subject-independent)
MedMamba
Accuracy
89.36
10
8d ago
APAVA (subject-independent)
MedMamba
Accuracy
84.48
10
8d ago
APAVA (subject-dependent)
MedMamba
Accuracy
98.86
10
8d ago
PTB-XL
MedGNN
F1-Score
62.54
7
3mo ago
PTB
TeCh
Accuracy
85.96
2
3mo ago
TDBrain
TeCh
Accuracy
93.21
2
3mo ago
APAVA
TeCh
Accuracy
86.86
2
3mo ago
ADFTD
MedGNN
Accuracy
56.12
2
3mo ago
Showing 23 of 23 rows
25 / page
50 / page
100 / page
1
Search any
task
Search any
task
Privacy Policy
Terms of Service
FAQs
Swarm Docs
