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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
Multi-judge evaluationllm chat instruction11Mar 16, 2026
Multimodal capability profilingmultimodalllm chat instruction11May 27, 2026
Few-shot Biomarker and Subtype Predictionbio medicalllm chat instruction11Feb 18, 2026
One-Time Editllm chat instruction11May 27, 2026
Memory contextualizationllm chat instruction11Apr 1, 2026
Top-k recoveryllm chat instruction11Jul 3, 2026
Instruction Trackingllm chat instruction11Feb 18, 2026
Short-chain compositionllm chat instruction11May 27, 2026
Long-context Memory Retrievalllm chat instructionretrieval search rag19Jun 12, 2026
General Reasoning and Creative Writingllm chat instruction11Mar 16, 2026
Context Learning Task-Solvingllm chat instruction11May 27, 2026
Nested-calculator calculationllm chat instructionnlp11Jul 7, 2026
Personalized Memory Retrievalretrieval search ragllm chat instruction11Feb 19, 2026
LLM Routing Resource Efficiencyllm chat instruction11Mar 16, 2026
Human Evaluation of Value Alignmentllm chat instructionadversarial safety security11May 27, 2026
Therapeutic Competence Evaluationllm chat instructionnlp11Feb 19, 2026
Proactive Task Managementagents tool usellm chat instruction11May 27, 2026
Interleaved Reactive-Proactive Requestsllm chat instruction11May 27, 2026
Long input summarizationnlpllm chat instruction11Feb 18, 2026
Best-of-N Alignment Evaluationllm chat instruction11Mar 16, 2026
Multimodal Reasoning Evaluationmultimodalllm chat instruction11Mar 16, 2026
Emotion Controlllm chat instructionnlp11May 27, 2026
Multi-Agent Governanceagents tool usellm chat instruction11Mar 16, 2026
Reward Model Bias Evaluationllm chat instructionadversarial safety security11May 27, 2026
Binary Question Answering (Yes/No)nlpllm chat instruction11Mar 17, 2026