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Benchmarks
Critical transition detection on TAC Real-world
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56.5
AUROC
EWS
47.036
49.493
51.95
54.407
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
EWS
Evaluation setting=τvar
2026.05
56.5
TabPFN
Context episodes=1c
2026.05
53
Huang
Evaluation setting=Ptip
2026.05
52.2
TipPFN
Context episodes=0c
2026.05
52.1
TipPFN
Context episodes=2c
2026.05
51.9
TipPFN
Context episodes=1c
2026.05
51.2
Bury
Evaluation setting=Ptip
2026.05
47.6
TabPFN
Context episodes=2c
2026.05
47.4
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