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Tasks

Explore the problems researchers are working on and the benchmarks used to measure progress.

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Tasks

TaskDomainBenchmarksPapersLast update
LLM Jailbreak Defenseadversarial safety securityllm chat instruction11May 4, 2026
Content Generation + Harmlessnessllm chat instructionadversarial safety security11Feb 18, 2026
Hard Math Reasoningllm chat instructionnlp11Feb 18, 2026
Preference Domain Analysisllm chat instruction11Feb 22, 2026
Context Length Estimationllm chat instruction11Feb 22, 2026
General-purpose Language Evaluationllm chat instruction11May 4, 2026
Long-horizon Repo Explorationcode developer aillm chat instruction11Feb 22, 2026
Safety Alignment (Jailbreak Resistance)adversarial safety securityllm chat instruction11May 4, 2026
Pairwise RAG Comparisonretrieval search ragllm chat instruction11May 4, 2026
Cross-lingual Fact-to-Text generationnlpllm chat instruction11Feb 18, 2026
Long-horizon Chained Tasksllm chat instruction11Feb 22, 2026
Agent Adaptationagents tool usellm chat instruction11May 4, 2026
Instruction-following generationllm chat instruction11Feb 22, 2026
Benchmark Subset Selectionretrieval search ragllm chat instruction11May 4, 2026
Controllable Model Distillationllm chat instructionnlp11Feb 22, 2026
Due Diligenceagents tool usellm chat instruction11May 4, 2026
Over-refusal Assessmentllm chat instruction11Feb 18, 2026
Adaptive Token Selectionllm chat instruction11May 6, 2026
Fact verifynlpllm chat instruction11May 6, 2026
LLM Compressionllm chat instruction11Feb 22, 2026
LLM Detection Interpretabilityllm chat instruction11May 6, 2026
Role-playing Instruction Followingllm chat instruction11Feb 18, 2026
Majority Votellm chat instruction11May 6, 2026
List lengthllm chat instruction11May 6, 2026
Zero-shot word predictionnlpllm chat instruction11May 6, 2026