List your company
ResearchFormerly WizWand

Comprehensive Evaluation on Overall Across Benchmarks

44.3Avg@32 AccuracyIBTPO
18.92425.51232.138.688May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
IBTPOBase Model=Qwen3-8B-Base2026.0544.3
TreeRLBase Model=Qwen3-8B-Base2026.0542
IBROBase Model=Qwen3-8B-Base2026.0541.6
TreePOBase Model=Qwen3-8B-Base2026.0541.6
GRPO w/ Entropy Reg†Base Model=Qwen3-8B-Base2026.0541.4
GRPO w/ Clip-higherBase Model=Qwen3-8B-Base2026.0541
Vanilla GRPOBase Model=Qwen3-8B-Base2026.0540.7
Initial ModelBase Model=Qwen3-8B-Base2026.0532
IBTPOBase Model=Qwen3-1.7B-Base2026.0529.2
TreeRLBase Model=Qwen3-1.7B-Base2026.0526.8
Vanilla GRPOBase Model=Qwen3-1.7B-Base2026.0526.3
TreePOBase Model=Qwen3-1.7B-Base2026.0526.2
GRPO w/ Clip-higherBase Model=Qwen3-1.7B-Base2026.0526
IBROBase Model=Qwen3-1.7B-Base2026.0525.9
GRPO w/ Entropy Reg†Base Model=Qwen3-1.7B-Base2026.0524.9
Initial ModelBase Model=Qwen3-1.7B-Base2026.0519.9