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Benchmarks
Critical transition detection on SWEC-iEEG Real-world
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81.6
AUROC
TipPFN
34.28
46.565
58.85
71.135
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
81.6
TipPFN
Context episodes=0c
2026.05
67.4
Bury
Evaluation setting=Ptip
2026.05
67.4
TabPFN
Context episodes=2c
2026.05
56
EWS
Evaluation setting=τvar
2026.05
51.5
TabPFN
Context episodes=1c
2026.05
48.6
Huang
Evaluation setting=Ptip
2026.05
38.5
TipPFN
Context episodes=1c
2026.05
36.1
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