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Benchmarks
Critical transition detection on B-AMOC Semi-real
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94.8
AUROC
Bury
49.144
60.997
72.85
84.703
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
Bury
Evaluation setting=Ptip
2026.05
94.8
TipPFN
Context episodes=2c
2026.05
94
EWS
Evaluation setting=τvar
2026.05
92.5
TipPFN
Context episodes=1c
2026.05
89.8
TipPFN
Context episodes=0c
2026.05
85.3
TabPFN
Context episodes=2c
2026.05
82.5
Zhuge
Evaluation setting=Δ±tip
2026.05
67.9
TabPFN
Context episodes=1c
2026.05
61.6
Huang
Evaluation setting=Ptip
2026.05
50.9
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