| Aug 24, 2026 | 점수 하나가 아니라 행렬로 — HELM |
| Aug 24, 2026 | 한국어 벤치마크 — 번역이 아니라 원산, 그리고 문화 타당도 |
| Aug 24, 2026 | 능력의 다른 축 — 지시따르기·긴 문맥·사실성 |
| Aug 24, 2026 | 검증 가능한 도메인 — 수학과 코드 |
| Aug 24, 2026 | 지식과 추론 — MMLU 계열의 흥망 |
| Aug 24, 2026 | 객관식 평가는 왜 흔들리나 — 위치 편향과 포맷 민감도 |
| Aug 24, 2026 | 표층 특징이 정답을 예측한다 — Clever Hans in LLM benchmarks |
| Aug 24, 2026 | 벤치마크는 무엇을 재고 있나 — 구성타당도의 실패 |
| Aug 24, 2026 | 벤치마킹을 고치려면 무엇이 필요한가 — Bowman & Dahl의 네 기준 |
| Aug 24, 2026 | 범용 벤치마크라는 주장 — AI and the Everything in the Whole Wide World Benchmark |
| Aug 11, 2026 | CriticEval: judge를 채점하는 벤치마크 |
| Aug 11, 2026 | OR-Bench: 과잉 거절을 어떻게 측정할 것인가 |
| Aug 11, 2026 | RewardBench 2: reward model을 어떻게 믿을 것인가 |
| May 26, 2026 | 사이버 보안에서의 LLM: 공격·방어·평가의 지형 |
| May 26, 2026 | Claude Mythos와 사이버 보안 LLM: 자율 취약점 발견의 변곡점 |
| May 26, 2026 | Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models |
| May 26, 2026 | CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities |
| May 26, 2026 | AutoAdvExBench: Benchmarking Autonomous Exploitation of Adversarial Example Defenses |
| May 26, 2026 | CAIBench: A Meta-Benchmark for Evaluating Cybersecurity AI Agents |
| May 26, 2026 | CyberSecEval (1–3): Meta Purple Llama의 사이버 보안 위험·역량 평가 |
| May 26, 2026 | CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence |
| May 26, 2026 | SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity |
| May 26, 2026 | AdvBench: LLM 공격 평가의 사실상 표준이 된 유해 행동 데이터셋 |
| May 25, 2026 | 에이전트란 무엇인가: 지능형 에이전트의 고전 정의부터 LLM 에이전트까지 |
| May 25, 2026 | AgentBench: Evaluating LLMs as Agents |
| May 25, 2026 | GAIA: a benchmark for General AI Assistants |
| May 25, 2026 | SWE-bench: Can Language Models Resolve Real-World GitHub Issues? |
| May 25, 2026 | TravelPlanner: A Benchmark for Real-World Planning with Language Agents |
| May 25, 2026 | MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents |
| May 25, 2026 | OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments |
| May 18, 2026 | JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models |
| May 18, 2026 | HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal |
| May 16, 2026 | InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents |
| Apr 12, 2026 | TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications |
| Apr 11, 2026 | TelBench: A Benchmark for Evaluating Telco-Specific Large Language Models |