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Benchmarks
Critical transition detection on B-Hopf Canonical
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0.952
AUROC
TipPFN
0.47776
0.60088
0.724
0.84712
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
0.952
TipPFN
Context episodes=1c
2026.05
0.935
TipPFN
Context episodes=0c
2026.05
0.861
Bury
Evaluation setting=Ptip
2026.05
0.842
TabPFN
Context episodes=2c
2026.05
0.82
Zhuge
Evaluation setting=Δ±tip
2026.05
0.665
TabPFN
Context episodes=1c
2026.05
0.64
EWS
Evaluation setting=τvar
2026.05
0.635
Huang
Evaluation setting=Ptip
2026.05
0.496
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