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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
Open-ended Visual Chatllm chat instructionmultimodal11Feb 18, 2026
Conversational Agent Interactionretrieval search ragllm chat instruction+111Mar 23, 2026
Length Followingllm chat instruction11Mar 23, 2026
Long-generationllm chat instruction11Mar 23, 2026
Short-length Instruction Followingllm chat instruction11Mar 23, 2026
Psychotherapy Dialogue Evaluationllm chat instructionnlp11Feb 18, 2026
Clinical Medical Reasoning Evaluationbio medicalllm chat instruction11Feb 19, 2026
Zero-shot Task Completionllm chat instruction11Mar 23, 2026
Language Instruction Followingllm chat instruction11Feb 18, 2026
Conversation2Notenlpllm chat instruction11Feb 18, 2026
Overall Language Performancellm chat instructionnlp12Feb 19, 2026
Zero-shot long-context reasoningllm chat instruction11Mar 23, 2026
Synthetic Dialogue Generation Evaluationllm chat instructionnlp11Feb 18, 2026
Factual Accuracy and Reasoningllm chat instruction12May 26, 2026
Long-context reasoning (Pairs)llm chat instruction11Mar 23, 2026
Client Simulation Receptivity Consistencyllm chat instruction11Feb 18, 2026
Overall reasoning performancellm chat instruction11Feb 19, 2026
General Language Model Capabilityllm chat instructionnlp11Mar 24, 2026
RLHF Alignment Evaluationllm chat instructionadversarial safety security11Mar 24, 2026
High-level instruction followingllm chat instructionagents tool use11Mar 24, 2026
College-level Multimodal Understandingmultimodalllm chat instruction11Feb 18, 2026
Emotional Support Conversation Seeker Simulationllm chat instructionnlp11Feb 19, 2026
Multi-agent aggregationagents tool usellm chat instruction11Mar 24, 2026
Dialogue Diversity Evaluationllm chat instructionnlp11Feb 19, 2026
Grounded Chess Reasoningllm chat instructionagents tool use11Mar 24, 2026