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Benchmarks
Critical transition detection on B-Trans Canonical
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0.95
AUROC
TipPFN
0.43312
0.56731
0.7015
0.83569
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
0.95
TipPFN
Context episodes=1c
2026.05
0.925
TipPFN
Context episodes=0c
2026.05
0.864
TabPFN
Context episodes=2c
2026.05
0.807
Bury
Evaluation setting=Ptip
2026.05
0.722
TabPFN
Context episodes=1c
2026.05
0.581
EWS
Evaluation setting=τvar
2026.05
0.543
Zhuge
Evaluation setting=Δ±tip
2026.05
0.458
Huang
Evaluation setting=Ptip
2026.05
0.453
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