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Downstream Accuracy on LiveCodeBench
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33.2
Accuracy
Victim-Trace (oracle)
7.824
14.412
21
27.588
Mar 7, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Victim-Trace (oracle)
Surrogate=-, Student M...
2026.03
33.2
Synthesized-Trace
Surrogate=R1-Distill,...
2026.03
30.9
No finetuning
Surrogate=-, Student M...
2026.03
28.9
Answer+Summary
Surrogate=-, Student M...
2026.03
25.6
Answer-only
Surrogate=-, Student M...
2026.03
25.4
Surrogate-Trace
Surrogate=R1-Distill,...
2026.03
22.9
No finetuning
Surrogate=-, Student M...
2026.03
13.1
Answer+Summary
Surrogate=-, Student M...
2026.03
11.7
Victim-Trace (oracle)
Surrogate=-, Student M...
2026.03
10.4
Answer-only
Surrogate=-, Student M...
2026.03
9.6
Surrogate-Trace
Surrogate=R1-Distill,...
2026.03
9.1
Synthesized-Trace
Surrogate=R1-Distill,...
2026.03
8.8
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