DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published Jul 8 • 95
GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces Paper • 2604.04017 • Published Apr 5 • 9
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7, 2025 • 144
Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament Paper • 2501.13007 • Published Jan 22, 2025 • 19
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style Paper • 2410.16184 • Published Oct 21, 2024 • 26
