Critical transition detection on DaphniaExt Real-world
0.833AUROCTipPFN
Evaluation results
| Method | Links | |
|---|---|---|
| TipPFNContext episodes=2c2026.05 | 0.833 | |
| TipPFNContext episodes=1c2026.05 | 0.663 | |
| TabPFNContext episodes=2c2026.05 | 0.641 | |
| EWSEvaluation setting=τvar2026.05 | 0.54 | |
| TipPFNContext episodes=0c2026.05 | 0.527 | |
| TabPFNContext episodes=1c2026.05 | 0.502 | |
| BuryEvaluation setting=Ptip2026.05 | 0.483 | |
| HuangEvaluation setting=Ptip2026.05 | 0.404 |