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Next Activity Prediction on BPIC 12
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85.87
Accuracy
LSTM
70.2492
74.3046
78.36
82.4154
Jul 24, 2025
Sep 7, 2025
Oct 23, 2025
Dec 7, 2025
Jan 22, 2026
Mar 8, 2026
Apr 23, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
LSTM
Δt_pred (μs)=123, Δt_t...
2026.04
85.87
Transformer
Δt_pred (μs)=196, Δt_t...
2026.04
85.78
Adaptive voting (3,4,5,6)
Δt_pred (μs)=129⋆, Δt_...
2026.04
85.58
Promotion (3,5,7,9,13,17,25,33)
Δt_pred (μs)=62, Δt_tr...
2026.04
85.5
Soft voting (3,4,5,6)
Δt_pred (μs)=97⋆, Δt_t...
2026.04
85.31
5-gram
Δt_pred (μs)=57, Δt_tr...
2026.04
84.83
Bukhsh
2025.07
83.47
Di Mauro
2025.07
83.2
Pasquad.
2025.07
83.14
SiamSA-PPM
2025.07
79.48
Transformer[win:4]
Δt_pred (μs)=2696, Δt_...
2026.04
73.47
LSTM[win:4]
Δt_pred (μs)=1106, Δt_...
2026.04
73.35
Tax
2025.07
70.85
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