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Benchmarks
Critical transition detection on B-SEIRx Semi-real
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90.5
AUROC
TipPFN
36.004
50.152
64.3
78.448
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
90.5
TipPFN
Context episodes=1c
2026.05
82.2
TabPFN
Context episodes=2c
2026.05
68.5
TipPFN
Context episodes=0c
2026.05
58.2
Huang
Evaluation setting=Ptip
2026.05
50.7
EWS
Evaluation setting=τvar
2026.05
49.8
TabPFN
Context episodes=1c
2026.05
49.5
Bury
Evaluation setting=Ptip
2026.05
46.8
Zhuge
Evaluation setting=Δ±tip
2026.05
38.1
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