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Benchmarks
Critical transition detection on R-SN Semi-real
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0.892
AUROC
TipPFN
0.04752
0.26676
0.486
0.70524
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
0.892
TipPFN
Context episodes=1c
2026.05
0.802
TipPFN
Context episodes=0c
2026.05
0.644
TabPFN
Context episodes=2c
2026.05
0.569
EWS
Evaluation setting=τvar
2026.05
0.44
Bury
Evaluation setting=Ptip
2026.05
0.354
TabPFN
Context episodes=1c
2026.05
0.335
Huang
Evaluation setting=Ptip
2026.05
0.273
Zhuge
Evaluation setting=Δ±tip
2026.05
0.08
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