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Benchmarks
Critical transition detection on R-AMOC Semi-real
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0.913
AUROC
TipPFN
0.06956
0.28853
0.5075
0.72647
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
0.913
TipPFN
Context episodes=1c
2026.05
0.782
Huang
Evaluation setting=Ptip
2026.05
0.712
TabPFN
Context episodes=2c
2026.05
0.654
TabPFN
Context episodes=1c
2026.05
0.521
EWS
Evaluation setting=τvar
2026.05
0.27
TipPFN
Context episodes=0c
2026.05
0.257
Zhuge
Evaluation setting=Δ±tip
2026.05
0.112
Bury
Evaluation setting=Ptip
2026.05
0.102
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