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ResearchFormerly WizWand

Coding Accuracy (avg@32) on LiveCodeBench

74.2Acc (avg@32)EqLen-GRPO
7.026424.465741.90559.3443Apr 19, 2026Apr 22, 2026Apr 25, 2026Apr 28, 2026May 1, 2026May 4, 2026May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EqLen-GRPOBackbone=Qwen3-Next2026.0474.2
LUSPOBackbone=Qwen3-Next2026.0470.8
DAPOBackbone=Qwen3-Next2026.0470.4
Dr. GRPOBackbone=Qwen3-Next2026.0470
GSPOBackbone=Qwen3-Next2026.0469.6
GRPOBackbone=Qwen3-Next2026.0469.2
BaseBackbone=Qwen3-Next2026.0468.7
EqLen-GRPOBackbone=Qwen3-32B2026.0468.5
LUSPOBackbone=Qwen3-32B2026.0463.4
GRPOParams=4B2026.0563.13
DAPOBackbone=Qwen3-32B2026.0463.1
Dr. GRPOBackbone=Qwen3-32B2026.0462.5
GSPOBackbone=Qwen3-32B2026.0461.8
GRPOBackbone=Qwen3-32B2026.0461.2
BaseBackbone=Qwen3-32B2026.0460.6
SODParams=1.7B2026.0540.63
OPDParams=1.7B2026.0532.45
SODParams=0.6B2026.0527.72
SFTParams=1.7B2026.0524.63
OPSDhintParams=1.7B2026.0523.12
VanillaParams=1.7B2026.0522.73
OPSDgtParams=1.7B2026.0522.73
OPDParams=0.6B2026.0522.65
GRPOParams=1.7B2026.0520.7
OPSDgtParams=0.6B2026.0516.73
GRPOParams=0.6B2026.0515.95
VanillaParams=0.6B2026.0514.89
OPSDhintParams=0.6B2026.0512.65
SFTParams=0.6B2026.059.61