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ResearchFormerly WizWand

Code Generation on CodeAlpaca (CodeBLEU/SIP/TAG/LAMP/BiSR)

0.543CodeBLEUMIXGUARD

Evaluation results

Method	Links
MIXGUARD2026.06		0.543	0.059	0.031	0.309	0.296	0.271	0.245	0.143	0.077
Non-split2026.06		0.536	0.63	0.615	0.779	0.809	0.777	0.811	0.379	0.308
DP-SGD2026.06		0.536	0.633	0.61	0.761	0.806	0.77	0.808	0.356	0.307
Naive Mix2026.06		0.534	0.372	0.338	0.503	0.464	0.393	0.348	0.251	0.192
DP-forward2026.06		0.53	0.427	0.409	0.801	0.807	0.79	0.797	0.374	0.294
Naive Mix2026.06		0.518	0.296	0.252	0.524	0.463	0.524	0.483	0.247	0.183
Non-split2026.06		0.514	0.545	0.536	0.783	0.811	0.783	0.81	0.384	0.344
DP-forward2026.06		0.514	0.487	0.486	0.777	0.799	0.779	0.805	0.389	0.335
MIXGUARD2026.06		0.502	0.073	0.03	0.308	0.281	0.303	0.308	0.245	0.184
DP-SGD2026.06		0.401	0.539	0.544	0.481	0.546	0.479	0.546	0.341	0.315