Note WebPRMBench — First comprehensive WebPRM evaluation benchmark. 1,150 instances across 4 web environments.

Note Training Data — Two-stage: 9,642 SFT examples (distilled from o3) + 18,921 RL preference pairs (GRPO).

Note Search Trajectories — 72 reward-guided search trajectories on WebArena-Lite (5 websites).