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Papers Benchmarks Datasets Tasks

Vulnerable Agent Identification research benchmarks · SOTA2 Research

Vulnerable Agent Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Vicsek environment

950.13Reward

42

May 13, 2026

Battle environment

1.22Runtime (hours)

42

May 13, 2026

Taxi environment 100 agents, 50 adversaries

938.78Performance

28

May 13, 2026

Taxi environment 50 agents, 25 adversaries

508.67Performance

28

May 13, 2026

Vicsek environment

2.004Runtime (hours)

24

May 13, 2026

Taxi environment

0.534Runtime (hours)

24

May 13, 2026

Battle environment 144 agents, 72 adversaries

406.3Performance Score

21

May 13, 2026

Battle environment 64 agents, 32 adversaries

198.5Performance Score

21

May 13, 2026

Popular datasets

Battle environment Taxi environment Taxi vicsek Vicsek environment

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