Kinetics: Rethinking Test-Time Scaling Laws

Ranajoy Sadhukhan, Zhuoming Chen, Haizhong Zheng +3

We rethink test-time scaling laws from a practical efficiency perspective, revealing that the effectiveness of smaller models is significantly overestimated. Prior work, grounded i…