Our new X account is live! Follow @wizwand_team for updates

Mathematical Reasoning on MATH 500

96.9pass@1

OpenMath-Nemotron-14B + iGRPO

Updated 4d ago

Evaluation Results

Method	Links
OpenMath-Nemotron-14B + iGRPO 2026.02		96.9
OpenMath-Nemotron-14B + iGRPO 2026.02		96.7
Qwen3-8B 2026.02		96.2
OpenMath-Nemotron-7B + iGRPO 2026.02		96
OpenMath-Nemotron-14B + GRPO 2026.02		96
OpenMath-Nemotron-7B + GRPO 2026.02		95.6
OpenMath-Nemotron-7B 2026.02		95.55
OpenMath-Nemotron-14B 2026.02		95.55
OpenMath-Nemotron-14B 2026.02		95.55
GRPO 2026.02		94.8
RePO 2026.02		94.8
Sigma-MoE-Tiny 2025.12		94.6
DeepSeek-R1-Distill-Llama-70B 2025.01		94.5
DeepSeek-R1-Distill-Qwen-32B 2025.01		94.3
DeepSeek-R1-Distill-Qwen-14B + iGRPO 2026.02		94
LUFFY 2026.02		94
DeepSeek-R1-Distill-Qwen-14B 2025.01		93.9
DeepSeek-R1-Distill-Qwen-7B + iGRPO 2026.02		93.8
DeepSeek-R1-Distill-Qwen-7B + Self-Verification 2026.02		93.5
DeepSeek-R1-Distill-Qwen-7B + Critique-GRPO 2026.02		93.45
Qwen3-1.7B 2025.12		93.4
DeepSeek-R1-Distill-Qwen-7B + GRPO 2026.02		93.25
PCL 2026.02		93.2
Dynamic Sampling (Oracle) 2026.02		93.2
GPS 2026.02		93.2
DeepSeek-R1-Distill-Qwen-14B 2026.02		93.1
DeepSeek-R1-Distill-Qwen-14B + GRPO 2026.02		93.1
DeepSeek-R1-Distill-Qwen-7B 2025.01		92.8
DeepSeek-R1-Distill-Qwen-7B 2026.02		92.8
DeepSeek-R1-Distill-Qwen-7B 2025.12		92.8
MoPPS 2026.02		92
THINKSAFE 2026.01		91.9
GRESO 2026.02		91.8
Uniform Sampling 2026.02		91.6
SafeChain 2026.01		91.5
SafePath 2026.01		90.62
STAR-1 2026.01		90.58
MulFeRL 2026.01		90.24
Initial 2026.01		90.18
SafeKey 2026.01		89.9
DirectRefusal 2026.01		89.82
DeepSeek-R1-Distill-Llama-8B 2025.01		89.1
DeepSeek-R1-Distill-Llama-8B 2025.12		89.1
Critique-GRPO 2026.01		88.64
Dr.GRPO 2026.01		88.28
GPS 2026.02		88
GRPO 2026.01		87.84
THINKSAFE 2026.01		87.7
SafePath 2026.01		87.43
Initial 2026.01		87.38
Dynamic Sampling (Oracle) 2026.02		87.2
DeepSeek-R1-Distill-7B 2026.02		87.2
GEM 2026.02		87
STAR-1 2026.01		86.65
SED-SFT 2026.02		86.6
SafeChain 2026.01		86.5
Uniform Sampling 2026.02		86.2
GRESO 2026.02		86.2
MoPPS 2026.02		86.2
SED-SFT w/o mask 2026.02		86
SafeKey 2026.01		85.8
CrossEntropy 2026.02		85.8
DFT 2026.02		85.4
DirectRefusal 2026.01		85
PCL 2026.02		84.8
TRAPO 2025.12		84.6
Fully Supervised 2025.12		84.4
DeepSeek-R1-Distill-Qwen-1.5B 2025.01		83.9
DFT 2026.02		83.9
THINKSAFE 2026.01		82.5
TRAPO 2025.12		81.4
SafeChain 2026.01		81.25
Fully Supervised 2025.12		80.6
Qwen-Instruct 2025.12		80.4
Fully Supervised 2025.12		80.2
Token-level Entropy 2025.12		80.2
Self-certainty 2025.12		79.8
CITL-FT 2026.01		79.64
SafePath 2026.01		79.57
Initial 2026.01		79.45
Sentence-level Entropy 2025.12		79.4
STAR-1 2026.01		79.07
Nemotron-H-8B-Base-8K + iGRPO 2026.02		78.8
MulFeRL 2026.01		78.72
RAFT 2026.01		78.68
DirectRefusal 2026.01		78.55
Claude-3.5-Sonnet-1022 2025.01		78.3
SFT 2026.01		78.12
SafeKey 2026.01		78.02
DeepSeek-R1-Distill-1.5B 2026.02		77.8
DPO 2026.02		77.8
TTRL 2025.12		77.8
Self-certainty 2025.12		77.6
Qwen3-4B-Inst 2026.01		76.68
TTRL 2025.12		76.6
Nemotron-H-8B-Base-8K + Critique-GRPO 2026.02		76.05
Nemotron-H-8B-Base-8K + Self-Verification 2026.02		75.6
Token-level Entropy 2025.12		75.2
Critique-GRPO 2026.01		74.96
GPT-4o-0513 2025.01		74.6

Showing 100 of 153 rows