Parallel Sequence Generation on ParallelBench
100Copy AccuracyMDLM
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MDLMDecoding Strategy=Fixed2025.12 | 100 | 100 | 61 | 100 | 100 | 100 | 93 | 47 | 40 | 75 | 25 | 47 | 75 | |
| MDLMDecoding Strategy=Remask2025.12 | 100 | 100 | 61 | 100 | 100 | 100 | 93 | 38 | 44 | 72 | 26 | 45 | 74 | |
| CDLMDecoding Strategy=Fixed2025.12 | 100 | 100 | 60 | 99 | 100 | 100 | 93 | 45 | 40 | 69 | 30 | 46 | 74 | |
| CDLMDecoding Strategy=Remask2025.12 | 100 | 100 | 64 | 99 | 100 | 100 | 94 | 64 | 72 | 77 | 37 | 62 | 81 | |
| BaseDecoding Strategy=Fixed2025.12 | 97 | 60 | 15 | 23 | 36 | 41 | 45 | 37 | 23 | 65 | 51 | 44 | 45 | |
| BaseDecoding Strategy=Remask2025.12 | 97 | 63 | 19 | 24 | 37 | 41 | 47 | 52 | 35 | 70 | 67 | 56 | 50 |