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Code trace prediction on TraceEval stack-edu (held-out)

5.6Exact MatchClaude 4.5 Sonnet (tools off)
0.1921.59634.404Jun 8, 2026

Evaluation results

MethodLinks
Claude 4.5 Sonnet (tools off)tools=off2026.065.630.8
max(gpt-oss-20b medium, gpt-oss-20b high)aggregation=max2026.061.919.9
gpt-oss-20b (medium)reasoning_length=medium2026.061.417
gpt-oss-20b (high)reasoning_length=high2026.0618.9
gemma-3-27b-itvariant=it2026.060.49.5