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Benchmarks
Critical transition detection on R-Compost Semi-real
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76.7
AUROC
TipPFN
46.02
53.985
61.95
69.915
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=0c
2026.05
76.7
Bury
Evaluation setting=Ptip
2026.05
72.7
Huang
Evaluation setting=Ptip
2026.05
67.8
TipPFN
Context episodes=2c
2026.05
66.5
TipPFN
Context episodes=1c
2026.05
62.3
Zhuge
Evaluation setting=Δ±tip
2026.05
50.6
TabPFN
Context episodes=2c
2026.05
49.3
EWS
Evaluation setting=τvar
2026.05
48.1
TabPFN
Context episodes=1c
2026.05
47.2
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