Code Generation on MBPP+ (Acc, TPF)
75.66AccuracySingleBD (Native)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SingleBD (Native)Backbone=LLaDA2-Mini, bufsz=2, blksz=322026.06 | 75.66 | 3.25 | |
| MultiBD (training-free)Backbone=LLaDA2-Mini, bufsz=2, blksz=322026.06 | 72.49 | 3.97 | |
| MBD-LLaDA2-MiniBackbone=LLaDA2-Mini, bufsz=2, blksz=322026.06 | 72.49 | 5.35 | |
| SingleBD (Native)Backbone=LLaDA2-Mini-DMax, bufsz=2, blksz=322026.06 | 72.22 | 6.14 | |
| MultiBD (training-free)Backbone=LLaDA2-Mini-DMax, bufsz=2, blksz=322026.06 | 72.22 | 8.44 | |
| MBD-LLaDA2-Mini-DMaxBackbone=LLaDA2-Mini-DMax, bufsz=2, blksz=322026.06 | 70.11 | 8.34 | |
| MultiBD (training-free)Backbone=SDAR-8B-Chat-b4, bufsz=4, blksz=42026.06 | 65.8 | 1.55 | |
| SingleBD (Native)Backbone=SDAR-8B-Chat-b4, bufsz=4, blksz=42026.06 | 64.8 | 1.13 | |
| MBD-SDAR-8B-Chat-b4Backbone=SDAR-8B-Chat-b4, bufsz=4, blksz=42026.06 | 64.29 | 2.62 | |
| MBD-SDAR-8B-Chat-b32Backbone=SDAR-8B-Chat-b32, bufsz=4, blksz=322026.06 | 58.99 | 4.87 | |
| SingleBD (Native)Backbone=SDAR-8B-Chat-b32, bufsz=4, blksz=322026.06 | 52.65 | 1.83 | |
| MultiBD (training-free)Backbone=SDAR-8B-Chat-b32, bufsz=4, blksz=322026.06 | 52.12 | 1.97 |