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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
Downstream Generation Impact (Qwen2.5-VL)multimodalllm chat instruction11May 11, 2026
Hybrid Retrieval-Augmented Generationretrieval search ragllm chat instruction11Feb 25, 2026
Downstream Generation Impact (GeoChat)nlpllm chat instruction11May 11, 2026
Research Assistantllm chat instruction11Feb 18, 2026
Downstream Generation Impact (H2RSVLM)llm chat instruction11May 11, 2026
Multi-agent game strategic reasoningagents tool usellm chat instruction11May 11, 2026
Strategic reasoning in auction gamesllm chat instructionagents tool use11May 11, 2026
Alignment with human judgment on game verificationllm chat instruction11May 11, 2026
Medical LLM Safety Refinementbio medicalllm chat instruction+111Feb 18, 2026
Aggregate Language and Logic Taskscode developer ainlp+111Feb 25, 2026
Medical Dialogue Human-Centric Evaluationbio medicalllm chat instruction11May 11, 2026
Reward Modeling (Logicality)llm chat instruction11May 11, 2026
Cinematic Story Generationllm chat instructionnlp11Feb 25, 2026
Reward Modeling (Accuracy)llm chat instruction11May 11, 2026
Reward Modeling (Usefulness)llm chat instruction11May 11, 2026
Continuous Story Generationllm chat instructionnlp11Feb 25, 2026
Instruction Alignment Evaluationllm chat instruction11May 11, 2026
Malicious Goal Attack (Longer Token Generation)adversarial safety securityllm chat instruction11Feb 18, 2026
Honesty Evaluationllm chat instructionnlp11Feb 25, 2026
Conversational News Recommendationretrieval search ragllm chat instruction11May 11, 2026
puzzle-4x4-task4agents tool usellm chat instruction11May 11, 2026
Zero-shot Multiple Choice Question Answeringnlpllm chat instruction11Feb 25, 2026
Tool Activation Probingagents tool usellm chat instruction11May 11, 2026
Educational Feedback Generationllm chat instructionnlp11Feb 25, 2026
Abductive Logical Reasoningllm chat instructionnlp11May 11, 2026