BestRand Reduces Benchmark Compression Errors
BestRand cuts high-error risk by 50.2% and estimation error by 16.4% at 51.3% of competitor construction cost on 70+ benchmarks.
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Stories tagged #benchmark-compression
Beyond Outcomes: Dual-View Relational Learning for Efficient Agent Benchmarking
DualViewEval compresses agent benchmarks by jointly modeling outcome and process signals, achieving 24x-40x compression with only 20 tasks on APEX-Agents and BFCL.