Reasoning on GSM8K (Accuracy)

98.8Accuracy (GSM8K)

LoRA

Updated 7d ago

Evaluation Results

Method	Links
LoRA 2026.05		98.8
EVA (text) 2026.05		98.8
Vanilla 2026.05		98.7
SafeDecoding 2026.05		98.7
LED 2026.05		98.7
Circuit Breakers 2026.05		98.7
EVA (text) 2026.05		98.5
Vanilla 2026.05		98.3
Vanilla 2026.05		98.2
LoRA 2026.05		98.2
EVA (text) 2026.05		98.1
LED 2026.05		98.1
Vanilla 2026.05		97.7
Circuit Breakers 2026.05		97.7
LoRA 2026.05		97.6
LoRA 2026.05		97.6
SafeDecoding 2026.05		97.6
LED 2026.05		97.4
EVA (text) 2026.05		97.4
LED 2026.05		97.3
Circuit Breakers 2026.05		97.2
Circuit Breakers 2026.05		97.1
SafeDecoding 2026.05		96.9
SafeDecoding 2026.05		96.9
DALA 2025.11		96.2
AgentPrune-R 2025.11		95.8
EVA (text) 2026.05		95.5
LoRA 2026.05		94.6
Circuit Breakers 2026.05		94.3
Vanilla 2026.05		94.1
LED 2026.05		93.7
PHP 2025.11		92.5
LLM-Debate 2025.11		90.2
DyLAN 2025.11		88.2
DeepSeek-R1-Distill-Qwen-14B (Reasoning) 2026.01		86.43
SafeDecoding 2026.05		86.3
ReasonAny 2026.01		85.44
Rubric-grounded GRPO 2026.05		85.44
Vanilla 2025.11		85.4
Llama-3.1-8B-Instruct 2026.05		84.53
Task Arithmetic 2026.01		81.96
TIES 2026.01		79.76
LED 2026.01		76.42
Qwen2.5-14B-Instruct (Safety) 2026.01		75.74
DARE 2026.01		64.9
Teacher (Qwen3-0.6B) 2026.03		57.5
MobileMoE-L 2026.05		55.7
FuseLLM 2026.01		52.46
MobileMoE-M 2026.05		51.6
Linear 2026.01		50.57
MobileMoE-S 2026.05		36.2
Hybrid KDA 2026.03		34.5
Hybrid Mamba 2026.03		28.3
Pure KDA 2026.03		22.8
Pure Mamba 2026.03		8.3