JECS aggregates per-model conformal p-values via their maximum and reconstructs a conservative envelope of the max-p null distribution to select benchmarks with global contamination rate control.
LiveBench: A Challenging, Contamination-Limited
3 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
years
2026 3verdicts
UNVERDICTED 3representative citing papers
MMBench-Live introduces an automated multi-agent pipeline and distribution-consistent update strategy to create a continuously evolving multimodal benchmark with 5.9K new instances at low cost.
Novelty estimation via LLM prompts enables pruning in Tree-of-Thought search, reducing overall token usage on language planning benchmarks.
citing papers explorer
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Provable Joint Decontamination for Benchmarking Multiple Large Language Models
JECS aggregates per-model conformal p-values via their maximum and reconstructs a conservative envelope of the max-p null distribution to select benchmarks with global contamination rate control.
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MMBench-Live: A Continuously Evolving Benchmark for Multimodal Models
MMBench-Live introduces an automated multi-agent pipeline and distribution-consistent update strategy to create a continuously evolving multimodal benchmark with 5.9K new instances at low cost.
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Novelty-based Tree-of-Thought Search for LLM Reasoning and Planning
Novelty estimation via LLM prompts enables pruning in Tree-of-Thought search, reducing overall token usage on language planning benchmarks.