Beyond Outcomes: Dual-View Relational Learning for Efficient Agent Benchmarking.

arXiv:2609.18909v2 Announce Type: replace-cross Abstract: Agent benchmarks are substantially more costly to evaluate than conventional LLM benchmarks. Benchmark compression is therefore a natural solution, yet existing methods primarily model redundancy in tas