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Benchmarks
Critical transition detection on B-Harv. Semi-real
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97.4
AUROC
TipPFN
67.344
75.147
82.95
90.753
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
97.4
Bury
Evaluation setting=Ptip
2026.05
96.7
TipPFN
Context episodes=1c
2026.05
95.8
EWS
Evaluation setting=τvar
2026.05
91.4
Huang
Evaluation setting=Ptip
2026.05
87.3
TipPFN
Context episodes=0c
2026.05
84.6
TabPFN
Context episodes=2c
2026.05
81
Zhuge
Evaluation setting=Δ±tip
2026.05
73.4
TabPFN
Context episodes=1c
2026.05
68.5
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