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Papers Benchmarks Datasets Tasks

Dataset Diversity and Coverage Evaluation research benchmarks · SOTA2 Research

Dataset Diversity and Coverage Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AgentHazard full

AgentHazard (full)

0.93Goal-text Entropy

1

May 28, 2026

AgentHazard 3-app

AgentHazard (Liu et al., 2025) (3-app)

0.976Goal-text Entropy

1

May 28, 2026

MIRAGE 3-app overlap

MIRAGE (3-app overlap; 30 unique base)

0.918Goal-Text Entropy

1

May 28, 2026

GhostEI-Bench (Chen et al., 2025)

0.979Goal-text Entropy

1

May 28, 2026

MIRAGE matched-n

MIRAGE matched-n (vs. GhostEI)

0.927Goal-text Entropy

1

May 28, 2026

MIRAGE (full; 96 unique base)

0.933Goal-text Entropy

1

May 28, 2026

Popular datasets

MIRAGE AgentHazard GhostEI-Bench

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