Benchmark-specific training maps to shift bribery and is NP-hard under Borda and mean win rate; mean win rate has the highest instance-level robustness (median 22 tasks on BBH) among tested aggregation rules.
Title resolution pending
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
citation-role summary
other 1
citation-polarity summary
verdicts
UNVERDICTED 3roles
other 1polarities
unclear 1representative citing papers
LiveCodeBench collects 400 recent contest problems to create a contamination-free benchmark evaluating LLMs on code generation and related capabilities like self-repair and execution.
A survey reviewing benchmark data contamination in LLMs, its impact on evaluation, and alternative assessment approaches.
citing papers explorer
-
Benchmark Data Contamination of Large Language Models: A Survey
A survey reviewing benchmark data contamination in LLMs, its impact on evaluation, and alternative assessment approaches.