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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
Perceived system understandingllm chat instruction11Apr 10, 2026
Process Reward Model Assessmentllm chat instructionnlp13Apr 28, 2026
Honestyllm chat instruction11Apr 10, 2026
Large Language Model Reasoningllm chat instructioncode developer ai+111Feb 18, 2026
Perspective-shift reasoningllm chat instructionnlp11Feb 19, 2026
Knowledgeable Deep Researchretrieval search ragllm chat instruction11Apr 10, 2026
Instruction-following navigationrobotics embodied aillm chat instruction11Feb 19, 2026
Long-range retrieval and reasoningretrieval search ragllm chat instruction11Apr 10, 2026
Holistic long-context understandingllm chat instruction11Apr 10, 2026
Japanese Commonsense Reasoningnlpllm chat instruction11Feb 18, 2026
Long-Horizon Multi-Task Language Controlrobotics embodied aillm chat instruction11Feb 19, 2026
Instruction-following document-level tasksllm chat instructionnlp11Apr 10, 2026
Alignment Quality Assessmentllm chat instruction12Feb 20, 2026
Visual Instruction Evaluationmultimodalllm chat instruction11Feb 18, 2026
Zero-shot Question Answering and Commonsense Reasoningllm chat instructionnlp12May 19, 2026
Holistic Storytellingllm chat instructionnlp11Feb 19, 2026
Long-term Memory Retrieval and Response Generationretrieval search ragllm chat instruction11Apr 10, 2026
Generation and retrievalretrieval search ragllm chat instruction11Apr 10, 2026
Agentic Memory Recallagents tool usellm chat instruction11Feb 19, 2026
Instruction Following with Long-term Memoryllm chat instruction11Apr 10, 2026
Safety Reasoning Evaluationadversarial safety securityllm chat instruction11Feb 18, 2026
Memory-augmented Event Retrieval and Response Generationretrieval search ragllm chat instruction11Apr 10, 2026
Instruction Realizationrobotics embodied aillm chat instruction11Apr 10, 2026
Cognitive Ability Evaluationllm chat instructionnlp11Feb 19, 2026
Knowledge Integration Qualityretrieval search ragllm chat instruction11Apr 10, 2026