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Explore the problems researchers are working on and the benchmarks used to measure progress.

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Tasks

TaskDomainBenchmarksPapersLast update
Dynamic mathematical reasoningnlpllm chat instruction11Feb 20, 2026
Open-Form Mathllm chat instruction11Apr 13, 2026
Dense Prompt Alignmentllm chat instructionnlp11Feb 20, 2026
All tasks combinedretrieval search ragnlp+111Apr 14, 2026
Instruction-following visual editingmultimodalimage generation editing+111Feb 20, 2026
Zero-shot Singing Voice Synthesisspeech audiollm chat instruction11Apr 14, 2026
Narrative Script Refinementllm chat instruction11Apr 14, 2026
Media playback and ad controlagents tool usellm chat instruction11Apr 14, 2026
Social media interactionagents tool usellm chat instruction11Apr 14, 2026
Cross-app workflowagents tool usellm chat instruction11Apr 14, 2026
Multi-Round Interaction Quality Evaluationllm chat instruction11Feb 20, 2026
Tool usage in multi-turn dialogueagents tool usellm chat instruction11Feb 18, 2026
Model Card Generationllm chat instruction11Apr 14, 2026
General Knowledge Utilityllm chat instruction11Apr 14, 2026
Story-consistent Image Generationimage generation editingllm chat instruction11Feb 20, 2026
stop-or-guess taskllm chat instruction11Apr 14, 2026
Short-video comment generationnlpllm chat instruction11Apr 14, 2026
Visual Instruction Following Evaluationmultimodalllm chat instruction11Feb 20, 2026
Generative Insight Anticipationllm chat instruction11Apr 14, 2026
Self-evolutionagents tool usellm chat instruction11Apr 14, 2026
Smart Helprobotics embodied aillm chat instruction11Feb 18, 2026
Reward model verificationllm chat instruction12Feb 21, 2026
Negotiation against a gpt-5.4-high-reasoning sellerllm chat instructionagents tool use11Apr 14, 2026
Persona Consistency Evaluationllm chat instruction11Feb 18, 2026
Language Model Robustness under Adversarial Attackadversarial safety securityllm chat instruction11Apr 14, 2026