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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
Process-level verificationllm chat instruction41Feb 18, 2026
Multilingual Reasoning and Language Understandingnlpllm chat instruction41Apr 15, 2026
Copying Taskllm chat instruction42May 12, 2026
Tool-use behavioral profilingagents tool usellm chat instruction41Apr 15, 2026
Chat & Instruction Followingllm chat instruction42Jul 7, 2026
Reasoning-Aware Threat Detectionadversarial safety securityllm chat instruction41Mar 4, 2026
Transitive reasoningnlpllm chat instruction41Apr 15, 2026
End-to-end task-oriented dialoguenlpllm chat instruction413Jun 9, 2026
Long-Horizon Stabilitybio medicalllm chat instruction42May 14, 2026
Utility assessmentllm chat instruction44Apr 20, 2026
Explanation self-consistencyllm chat instructionnlp41Apr 14, 2026
Therapeutic Game Evaluationbio medicalllm chat instruction41Apr 14, 2026
Single-turn Dialoguellm chat instruction43May 4, 2026
Pairwise Evaluationllm chat instruction42Jun 1, 2026
Function Vector Evaluationllm chat instruction41Feb 27, 2026
Comprehensive Examinationllm chat instructionnlp44May 19, 2026
CoT Soundness Evaluationllm chat instruction41Apr 10, 2026
CoT Naturalnessllm chat instructionnlp41Apr 10, 2026
Multi-party Dialogue Generationllm chat instruction41Apr 10, 2026
Input-based feature description evaluationllm chat instruction41Feb 18, 2026
Output-based feature description evaluationllm chat instruction41Feb 18, 2026
Information Analysis and Processingretrieval search ragnlp+141Apr 8, 2026
Knowledge Distillation Robustnessllm chat instruction41Apr 8, 2026
Output Diversityllm chat instruction44Jun 1, 2026
Disruptionllm chat instruction41Apr 10, 2026