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Fault Attribution on TRAIL (GAIA) 117 traces

63.25PrecisionSAFARI
36.584443.507250.4357.3528Jun 23, 2026

Evaluation results

MethodLinks
SAFARIModel=claude-opus-4.6, Context Budget=200K token2026.0663.2552.99
RAFFLESModel=claude-opus-4.6, Context Budget=1M token2026.0661.5456.41
SAFARIModel=claude-opus-4.6, Context Budget=100K token2026.0661.5450.43
SAFARIModel=claude-opus-4.6, Context Budget=1M token2026.0658.9751.28
RAFFLESModel=claude-opus-4.6, Context Budget=200K token2026.0658.9751.28
single shotModel=claude-opus-4.6, Context Budget=1M token2026.0656.4147.86
SAFARIModel=claude-opus-4.6, Context Budget=25K token2026.0655.5650.43
RAFFLESModel=claude-opus-4.6, Context Budget=100K token2026.0654.748.72
single shotModel=claude-opus-4.6, Context Budget=200K token2026.0652.1444.44
RAFFLESModel=claude-opus-4.6, Context Budget=25K token2026.0652.1441.88
single shotModel=claude-opus-4.6, Context Budget=100K token2026.0651.2842.74
single shotModel=claude-opus-4.6, Context Budget=25K token2026.0647.6840.17
Step-by-stepModel=claude-opus-4.6, Context Budget=1M token2026.0639.3235.04
Step-by-stepModel=claude-opus-4.6, Context Budget=200K token2026.0638.4634.19
Step-by-stepModel=claude-opus-4.6, Context Budget=100K token2026.0637.6134.19
Step-by-stepModel=claude-opus-4.6, Context Budget=25K token2026.0637.6134.19