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Benchmarks
Critical transition detection on B-Fold Canonical
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95.5
AUROC
TipPFN
44.228
57.539
70.85
84.161
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
95.5
TipPFN
Context episodes=1c
2026.05
92.9
TipPFN
Context episodes=0c
2026.05
87.6
TabPFN
Context episodes=2c
2026.05
78.6
Bury
Evaluation setting=Ptip
2026.05
69.7
EWS
Evaluation setting=τvar
2026.05
63.3
TabPFN
Context episodes=1c
2026.05
57.4
Zhuge
Evaluation setting=Δ±tip
2026.05
52.2
Huang
Evaluation setting=Ptip
2026.05
46.2
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