Critical transition detection on All datasets
85.9AUROCTipPFN
Evaluation results
| Method | Links | |
|---|---|---|
| TipPFNContext episodes=2c2026.05 | 85.9 | |
| TipPFNContext episodes=1c2026.05 | 76.9 | |
| TipPFNContext episodes=0c2026.05 | 67.8 | |
| TabPFNContext episodes=2c2026.05 | 67 | |
| BuryEvaluation setting=Ptip2026.05 | 61.3 | |
| EWSEvaluation setting=τvar2026.05 | 57.2 | |
| HuangEvaluation setting=Ptip2026.05 | 52.7 | |
| TabPFNContext episodes=1c2026.05 | 52.2 | |
| ZhugeEvaluation setting=Δ±tip2026.05 | 44.3 |