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Benchmarks
Critical transition detection on B-RM Hopf Semi-real
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0.904
AUROC
TipPFN
0.40272
0.53286
0.663
0.79314
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
0.904
TipPFN
Context episodes=1c
2026.05
0.829
TipPFN
Context episodes=0c
2026.05
0.769
TabPFN
Context episodes=2c
2026.05
0.689
Bury
Evaluation setting=Ptip
2026.05
0.638
EWS
Evaluation setting=τvar
2026.05
0.557
TabPFN
Context episodes=1c
2026.05
0.499
Huang
Evaluation setting=Ptip
2026.05
0.484
Zhuge
Evaluation setting=Δ±tip
2026.05
0.422
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