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Papers Benchmarks Datasets Tasks

Agents & Tool Use AI research – Page 6 · SOTA2 Research

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Agents & Tool Use

Search tasks

5 benchmarks · 5 papersWeb Agent 5 benchmarks · 1 papersTool-Augmented Planning 5 benchmarks · 1 papersEnd-to-end Tool-use 5 benchmarks · 1 papersAgent Orchestration 5 benchmarks · 1 papersOnline Agent-Task Matching 5 benchmarks · 1 papersSpeech Function Calling 5 benchmarks · 1 papersAgent Security (Indirect Prompt Injection)5 benchmarks · 1 papersRed-teaming tool-calling agents 5 benchmarks · 3 papersMultimodal Agent Task 5 benchmarks · 4 papersAgentic Tasks 5 benchmarks · 3 papersSkill Selection 5 benchmarks · 1 papersTool-augmented Question Answering 5 benchmarks · 2 papers

Multi-agent Debate

5 benchmarks · 2 papersAgent & Alignment

5 benchmarks · 1 papersMulti-agent Selection (Pairwise Resolution)

5 benchmarks · 3 papersLong-horizon Agent Performance

5 benchmarks · 1 papersMulti-agent Observation Sharing

5 benchmarks · 1 papersAutonomous Agent Task Execution under Injection

5 benchmarks · 5 papersAutonomous Web Navigation

5 benchmarks · 3 papersAgent Reasoning

5 benchmarks · 5 papersLong-context memory management

5 benchmarks · 2 papersAsynchronous planning

5 benchmarks · 1 papersMTG Gameplay

5 benchmarks · 2 papersShort-Term Planning

5 benchmarks · 2 papersMulti-Agent Strategic Reasoning

5 benchmarks · 2 papersSearch-based planning

5 benchmarks · 6 papersTool Use Evaluation

4 benchmarks · 2 papersCard Games

4 benchmarks · 1 papersFunction Invocation

4 benchmarks · 9 papersWeb Navigation Question Answering

4 benchmarks · 2 papersSequential Planning

4 benchmarks · 4 papersGUI Agent Task Success

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