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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
Skill Compositionagents tool usellm chat instruction42Jun 17, 2026
Transitive reasoningnlpllm chat instruction41Apr 15, 2026
Accuracyllm chat instructionnlp45Jun 16, 2026
Explanation self-consistencyllm chat instructionnlp41Apr 14, 2026
Therapeutic Game Evaluationbio medicalllm chat instruction41Apr 14, 2026
Chain-of-reasoningllm chat instruction41Feb 19, 2026
Tool-use behavioral profilingagents tool usellm chat instruction41Apr 15, 2026
Pairwise Evaluationllm chat instruction42Jun 1, 2026
Long-Horizon Stabilitybio medicalllm chat instruction42May 14, 2026
Tool-augmented Reasoningagents tool usellm chat instruction44Apr 23, 2026
Multi-task performance evaluationllm chat instructionnlp+1444Jul 7, 2026
Debatellm chat instructionnlp42Apr 27, 2026
CoT Soundness Evaluationllm chat instruction41Apr 10, 2026
CoT Naturalnessllm chat instructionnlp41Apr 10, 2026
Multi-party Dialogue Generationllm chat instruction41Apr 10, 2026
Compositional Steeringllm chat instruction41Feb 19, 2026
Social Dialoguellm chat instruction42Feb 19, 2026
Article Generationllm chat instructionnlp43May 19, 2026
Long-Context Stability & Retrievalllm chat instructionretrieval search rag41Feb 25, 2026
Hierarchical Task Decompositionllm chat instructionagents tool use41Feb 24, 2026
Goal-oriented dialoguellm chat instructionnlp43Apr 15, 2026
Information Analysis and Processingretrieval search ragnlp+141Apr 8, 2026
Large Multi-modal Model Evaluationmultimodalllm chat instruction44Apr 8, 2026
LLM Training Performancellm chat instruction42May 21, 2026
Function Vector Evaluationllm chat instruction41Feb 27, 2026