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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
Speech Instruction-Followingspeech audiollm chat instruction63Jun 26, 2026
Honesty Alignmentllm chat instructionadversarial safety security62May 19, 2026
General Instruction Followingllm chat instruction612Jul 7, 2026
Multi-task Language Evaluationnlpllm chat instruction67Jul 3, 2026
Multistep Reasoningllm chat instruction610Jun 4, 2026
Persona Bias Evaluationadversarial safety securityllm chat instruction61Apr 9, 2026
Controllability Robustness Predictionllm chat instructionadversarial safety security61Mar 4, 2026
Long-horizon agentic taskagents tool usellm chat instruction62May 26, 2026
Generative Performancellm chat instruction62May 13, 2026
Model Alignmentllm chat instructionadversarial safety security63Jul 1, 2026
Quality Evaluationllm chat instructioncode developer ai+162Apr 14, 2026
Robot Instruction Followingrobotics embodied aillm chat instruction62Jun 1, 2026
Knowledge-Grounded Conversationllm chat instructionretrieval search rag+162Feb 18, 2026
Question Answering with Abstentionnlpllm chat instruction63May 12, 2026
General Tasksllm chat instructionnlp66May 20, 2026
Episodic Memory Retrievalllm chat instructionretrieval search rag61Feb 22, 2026
Countdownllm chat instructionnlp63Jun 17, 2026
Multi-turn Dialogue Generationllm chat instructionnlp64Jul 1, 2026
Deep Research Evaluationllm chat instructionretrieval search rag62May 27, 2026
Refusal Detectionadversarial safety securityllm chat instruction64May 12, 2026
Creativity Evaluationllm chat instruction62May 19, 2026
Long-horizon agentic tasksagents tool usellm chat instruction61Mar 31, 2026
Multi-turn Visual Question Answeringmultimodalllm chat instruction61Mar 24, 2026
Episodic Memory Recallllm chat instruction61Feb 22, 2026
Critique Quality Evaluationllm chat instructionnlp61Feb 18, 2026