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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
Social Deduction Game Gameplayllm chat instructionagents tool use32May 29, 2026
Knowledge Injectionnlpllm chat instruction32May 19, 2026
Open generationllm chat instruction33May 11, 2026
LoRA Adapter Transfercode developer aillm chat instruction31Apr 15, 2026
Memory Evaluationllm chat instruction32Jun 2, 2026
Single-Turn Mathematical Reasoningllm chat instructionnlp31Feb 20, 2026
Runtime Agent Memoryagents tool usellm chat instruction31Feb 18, 2026
Multi-turn Jailbreakadversarial safety securityllm chat instruction32Jun 2, 2026
Role-playing performancellm chat instruction32May 15, 2026
Multimodal Medical Reasoningmultimodalbio medical+134Jul 1, 2026
Multimodal In-Context Learningmultimodalllm chat instruction33Apr 16, 2026
Long-form factuality evaluationllm chat instructionnlp31Apr 15, 2026
Self-confidence estimationllm chat instructionnlp31Feb 20, 2026
Long-horizon legal inquiryllm chat instructionnlp31Feb 18, 2026
Value Modelingllm chat instruction31Feb 18, 2026
Creative Writing Evaluationllm chat instruction32Jun 4, 2026
Hallucination Examinationllm chat instructionnlp32Jun 11, 2026
Traceback (Prompt Injection Attacks)adversarial safety securityllm chat instruction31Apr 14, 2026
Mathematics Problem Solvingllm chat instruction33Apr 28, 2026
Incorrect Reasoning Path Detectionllm chat instruction31Apr 14, 2026
Knowledge corruption tracebackretrieval search ragllm chat instruction31Apr 14, 2026
Reasoning Faithfulnessllm chat instruction32Jul 7, 2026
UMUI Judgment Calibrationllm chat instruction31Apr 13, 2026
Controllable Summarizationnlpllm chat instruction31Apr 13, 2026
Chat Evaluationllm chat instruction34Jun 26, 2026