Scientific Discovery on Second Autocorr. Inequality
0.781Step 1 Mean ScoreCausalEvolve
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CausalEvolveBackbone=Grok-4.1-FR2026.03 | 0.781 | 0.8 | 0.783 | 0.805 | 0.79 | 0.809 | 0.793 | 0.809 | |
| COATBackbone=Grok-4.1-FR2026.03 | 0.753 | 0.77 | 0.771 | 0.783 | 0.773 | 0.783 | 0.783 | 0.786 | |
| CausalPlanner (Meta)Backbone=Grok-4.1-FR2026.03 | 0.73 | 0.745 | 0.734 | 0.749 | 0.735 | 0.75 | 0.736 | 0.75 | |
| ShinkaEvolveBackbone=Grok-4.1-FR2026.03 | 0.723 | 0.724 | 0.729 | 0.739 | 0.735 | 0.749 | 0.737 | 0.751 |