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Benchmarks
Critical transition detection on R-Bautin Semi-real
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0.7
AUROC
TipPFN
0.1592
0.2996
0.44
0.5804
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
0.7
TipPFN
Context episodes=1c
2026.05
0.543
Huang
Evaluation setting=Ptip
2026.05
0.538
TabPFN
Context episodes=2c
2026.05
0.489
EWS
Evaluation setting=τvar
2026.05
0.451
TabPFN
Context episodes=1c
2026.05
0.404
TipPFN
Context episodes=0c
2026.05
0.308
Bury
Evaluation setting=Ptip
2026.05
0.308
Zhuge
Evaluation setting=Δ±tip
2026.05
0.18
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