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Research

Tasks

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

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Tasks

TaskDomainBenchmarksPapersLast update
Chat & Instruction Followingllm chat instruction42Jul 7, 2026
Multilingual Reasoning and Language Understandingnlpllm chat instruction41Apr 15, 2026
Function Vector Evaluationllm chat instruction41Feb 27, 2026
Transitive reasoningnlpllm chat instruction41Apr 15, 2026
LLM-as-judge head-to-head comparisonllm chat instruction41Mar 4, 2026
Unsupervised Error Diagnosisllm chat instruction41Apr 21, 2026
Tool-use behavioral profilingagents tool usellm chat instruction41Apr 15, 2026
Process Reward Modelingllm chat instruction46Jul 1, 2026
Feedback Evaluation Alignmentllm chat instruction41Feb 18, 2026
Utility assessmentllm chat instruction44Apr 20, 2026
Knowledge-based Dialoguenlpllm chat instruction41Feb 18, 2026
Deductive logical reasoningllm chat instructionnlp41Feb 27, 2026
Long-Horizon Stabilitybio medicalllm chat instruction42May 14, 2026
Output Diversityllm chat instruction44Jun 1, 2026
Multi-turn audio dialoguespeech audiollm chat instruction41Feb 18, 2026
Explanation self-consistencyllm chat instructionnlp41Apr 14, 2026
Consistency Evaluationllm chat instructionnlp43May 19, 2026
Pairwise Evaluationllm chat instruction42Jun 1, 2026
Disruptionllm chat instruction41Apr 10, 2026
CoT Length Predictionllm chat instructionnlp41Mar 12, 2026
Proactive Dialogue Generationllm chat instruction41May 13, 2026
Zero-shot downstream evaluationllm chat instruction44May 21, 2026
Insight Discovery and Guidancellm chat instruction41Apr 21, 2026
Therapeutic Game Evaluationbio medicalllm chat instruction41Apr 14, 2026
Pairwise Preference Comparisonllm chat instruction43May 29, 2026