EvoBrowseComp: Benchmarking Search Agents on Evolving Knowledge

arXiv:2606.13120 · cs.CL · Submitted 2026-06-11 · Read on arXiv

cs.CL

Submitted: 2026-06-11

Updated: 2026-08-30

Code: https://github.com/networkx/networkx

Terminology

Benchmark — 26× in this paper · explained in 2 episodes
Redundancy — 12× in this paper · explained in 2 episodes
Verification — 8× in this paper · explained in 2 episodes
Benchmarking — 7× in this paper · explained in 3 episodes
Accuracy — 6× in this paper · explained in 1 episode
Core — 3× in this paper · explained in 2 episodes
LLM-as-a-Judge — 3× in this paper · explained in 3 episodes
Amazon Web Services — 2× in this paper
Knowledge Graph — 2× in this paper · explained in 7 episodes
Aggregation — 1× in this paper · explained in 1 episode
Consistency — 1× in this paper · explained in 3 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Fundy Ocean Research Centre for Energy — 1× in this paper
Grounding — 1× in this paper · explained in 3 episodes
Hallucination — 1× in this paper · explained in 3 episodes
Knowledge graphs — 1× in this paper · explained in 2 episodes
LLM judge — 1× in this paper · explained in 2 episodes
Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
Multi-hop Reasoning — 1× in this paper · explained in 3 episodes
Ocean Sensor Innovation Platforms — 1× in this paper
Robustness — 1× in this paper · explained in 5 episodes
Thinking mode — 1× in this paper · explained in 2 episodes

Sources

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