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Benchmarks
Critical transition detection on All datasets
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85.9
AUROC
TipPFN
42.636
53.868
65.1
76.332
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
85.9
TipPFN
Context episodes=1c
2026.05
76.9
TipPFN
Context episodes=0c
2026.05
67.8
TabPFN
Context episodes=2c
2026.05
67
Bury
Evaluation setting=Ptip
2026.05
61.3
EWS
Evaluation setting=τvar
2026.05
57.2
Huang
Evaluation setting=Ptip
2026.05
52.7
TabPFN
Context episodes=1c
2026.05
52.2
Zhuge
Evaluation setting=Δ±tip
2026.05
44.3
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