Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Coding Reasoning on Codecontests
Loading...
65.8
Pass Rate
GDPO_2-obj
46.56
51.555
56.55
61.545
Jan 8, 2026
Pass Rate
Exceed Rate
Bug Rate
Updated 3d ago
Evaluation Results
Method
Method
Links
Pass Rate
Exceed Rate
Bug Rate
GDPO_2-obj
Reward Optimization Ob...
2026.01
65.8
14.3
13.2
GRPO_3-obj
Reward Optimization Ob...
2026.01
65.6
19.3
3.9
GDPO_3-obj
Reward Optimization Ob...
2026.01
65.6
15.8
2.5
GRPO_2-obj
Reward Optimization Ob...
2026.01
63.2
14.2
14.1
DeepSeek-R1-7B (Baseline)
Reward Optimization Ob...
2026.01
47.3
83
29.7
Feedback
Search any
task
Search any
task