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Benchmarks
Code Generation on HumanEval (Pass@1, Speedup)
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0.598
Pass@1
KLASS
0.39416
0.44708
0.5
0.55292
Feb 11, 2026
Pass@1
Speedup
Updated 4d ago
Evaluation Results
Method
Method
Links
Pass@1
Speedup
KLASS
Backbone=Dream-7B
2026.02
0.598
7.92
Full Decoding
Backbone=Dream-7B
2026.02
0.591
1
Jot
Backbone=Dream-7B
2026.02
0.585
19.6
Prophet
Backbone=Dream-7B
2026.02
0.567
9.17
Full Decoding
Backbone=LLaDA-8B
2026.02
0.476
1
Jot
Backbone=LLaDA-8B
2026.02
0.445
2.12
Prophet
Backbone=LLaDA-8B
2026.02
0.409
1.89
KLASS
Backbone=LLaDA-8B
2026.02
0.402
2.53
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