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Benchmarks
Time-series Classification on EigenWorms (test)
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90.3
Test Accuracy
UNICORNN (L=2)
37.988
51.569
65.15
78.731
Mar 9, 2021
Jan 8, 2022
Nov 10, 2022
Sep 11, 2023
Jul 13, 2024
May 14, 2025
Mar 16, 2026
Test Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Test Accuracy
UNICORNN (L=2)
#UNITS=32, M (Paramete...
2021.03
90.3
CORNN
#UNITS=32, M (Paramete...
2021.03
86.7
LLM NAS
m (number of modalitie...
2026.03
84
SIGN.-NCDE
#UNITS=32, M (Paramete...
2021.03
77.8
Baseline staged
m (number of modalitie...
2026.03
77.8
Baseline end-to-end
m (number of modalitie...
2026.03
75.6
SUB-SAMP. LSTM
#UNITS=32, M (Paramete...
2021.03
69.2
T-BPTT LSTM
#UNITS=32, M (Paramete...
2021.03
57.9
INDRNN (L=2)
#UNITS=32, M (Paramete...
2021.03
49.7
Previous work
m (number of modalitie...
2026.03
42
EXPRNN
#UNITS=64, M (Paramete...
2021.03
40
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