ResearchBenchmarksRisk Assessment on DeepAccidentRisk Assessment on DeepAccidentFollow68.13AccuracyCURVE46.414852.052457.6963.3276Jan 28, 2026Evaluation resultsMethodMethodLinksAccuracyAUCMCCCURVEZero-shot=trueZero-shot=true2026.0168.1371.1535.07RS2GZero-shot=trueZero-shot=true2026.0164.8467.3536.44GCNZero-shot=trueZero-shot=true2026.0162.6467.8828.85RS2GThreshold=0.6, Zero-sh...Threshold=0.6, Zero-shot=true2026.0157.1451.0312.91Sg-riskZero-shot=trueZero-shot=true2026.0156.0556.0711.64RS2VZero-shot=trueZero-shot=true2026.0147.2554.4-18.03