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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
LLM-as-Judge Response Evaluationllm chat instruction21Feb 25, 2026
Belief Predictionllm chat instruction22May 22, 2026
Human-AI Agreement Assessmentllm chat instruction21Mar 26, 2026
Reasoning and Language Understandingllm chat instructionnlp22Feb 18, 2026
Mathematical and General Reasoningllm chat instructionnlp21Feb 27, 2026
grade-school mathllm chat instruction23Jun 30, 2026
User Perceived Understandabilityllm chat instructionnlp21Feb 18, 2026
Evidence-grounded diagnostic reasoningretrieval search ragllm chat instruction21Mar 25, 2026
General AI Assistants Evaluationllm chat instructionagents tool use+122Mar 10, 2026
General AI Assistant Task Executionagents tool usellm chat instruction21Mar 25, 2026
Standard Operating Procedure executionagents tool usellm chat instruction21Mar 25, 2026
Slide Deck Generationllm chat instruction21Feb 18, 2026
LVLM Evaluationmultimodalllm chat instruction23May 1, 2026
Uncovering hidden system promptsadversarial safety securityllm chat instruction21Mar 25, 2026
Hallucination Reasoningllm chat instructionnlp21Feb 18, 2026
Instructed Code Generationcode developer aillm chat instruction21Mar 25, 2026
Generative Hallucination Evaluationllm chat instruction23May 28, 2026
user-preference matrix generationllm chat instruction21Mar 4, 2026
Discriminative Performancellm chat instruction21Feb 18, 2026
Expert-level Multimodal Understandingmultimodalllm chat instruction24May 27, 2026
Multi-agent Negotiationllm chat instructionagents tool use22Apr 23, 2026
E2E Generation Latencyllm chat instruction21Feb 18, 2026
Mathematical Calculationllm chat instruction22Apr 10, 2026
Multiple-choice commonsense reasoningllm chat instructionnlp22Apr 14, 2026
Visual Search and Reasoningcomputer visionretrieval search rag+122May 27, 2026