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Commonsense Reasoning on HellaSwag (Accuracy)

87.4HellaSwag Accuracy

MSRS

Updated 26d ago

Evaluation Results

Method	Links
MSRS 2025.08		87.4
LoPT-GRPO 2026.05		86.24
Vanilla 2025.08		86.2
Base 2026.05		85.9
E2E-GRPO 2026.05		85.87
LLaMA-2 70B 2026.03		84
Focus (LLaMA-2 70B) 2026.03		84
MSRS 2025.08		83.9
MSRS 2025.08		83.5
Vanilla 2025.08		83.1
Baseline 2026.03		82.7
Mistral 7B 2026.03		81.2
Focus (Mistral 7B) 2026.03		81.2
Mistral-7B 2026.03		81.02
Baseline 2026.03		80.95
SymNoise 2026.05		80.8
I-DPO + MaPPO 2026.05		80.7
Baseline 2026.06		80.61
NEFTune 2026.05		80.6
ERSS 2026.06		80.6
LRS 2026.06		80.59
ALRR 2026.06		80.58
OLMO-2 2026.03		80.5
OLMo-2 7B 2026.03		80.5
Focus (OLMo-2 7B) 2026.03		80.5
I-DPO 2026.05		80.5
CT 2026.03		80.47
float16 2024.12		80.43
MixLLM 2024.12		80.4
Llama-2 7B 2026.05		80.4
C32A2 2026.03		80.38
PT 2026.03		80.26
SmoothQuant 2024.12		80.24
MixLLM 2024.12		80.21
SymNoise 2026.05		80.2
Qwen2.5-7B 2026.06		80.2
Qwen2.5-7B 2026.06		80.2
Phi-4 14B Base 2026.06		80.2
Vanilla 2025.08		80.1
DPO + MaPPO 2026.05		80.1
NEFTune 2026.05		80.1
Phi-4 14B Chapter I 2026.06		80.1
Llama-2 7B 2026.05		80
QuaRot 2024.12		79.98
Gemma 2 9B 2026.03		79.9
Focus (Gemma 2 9B) 2026.03		79.9
QServe 2024.12		79.89
MixLLM 2024.12		79.71
Full model 2026.05		79.7
Clean 2026.03		79.63
LLaMA-2 13B 2026.03		79.6
Focus (LLaMA-2 13B) 2026.03		79.6
BF16-Baseline 2026.06		79.52
FineRMoE 2026.03		79.51
DPO 2026.05		79.5
Llama 3.1 8B Base 2026.06		79.5
float16 2024.12		79.43
MixLLM 2024.12		79.42
Baseline 2026.03		79.28
Full 2026.04		79.21
GRINQH-8b-RTN 2026.06		79.21
SmoothQuant 2024.12		79.2
Ministral 8B Base 2026.06		79.1
NVShard 2026.03		79.05
MixLLM 2024.12		79
Qwen3 14B Chapter I 2026.06		79
Phi-4 14B Chapter II 2026.06		79
Qwen2.5 7B 2026.06		79
MixLLM 2024.12		78.98
GRINQH-6b-RTN 2026.06		78.95
float16 2024.12		78.94
float16 2024.12		78.92
SymNoise 2026.05		78.9
Qwen2.5-7B 2026.06		78.9
SmoothQuant 2024.12		78.88
MixLLM 2024.12		78.88
Qwen3 14B Base 2026.06		78.8
GRINQH-8b-RTN 2026.06		78.68
BD-VAX 2026.03		78.67
MixLLM 2024.12		78.61
IT 2026.05		78.6
Qwen3-8B 2026.06		78.6
MixLLM 2024.12		78.58
QuaRot 2024.12		78.55
BD-VAX 2026.03		78.52
Qwen3 14B Chapter II 2026.06		78.5
SmoothQuant 2024.12		78.48
GRINQH-4b-GPTQ 2026.06		78.36
Qwen 2.5 7B 2026.03		78.3
Focus (Qwen 2.5 7B) 2026.03		78.3
SEPTQ 2026.04		78.21
MixLLM 2024.12		78.2
MixLLM 2024.12		78.17
QuaRot 2024.12		78.14
QServe 2024.12		78.1
BF16 2026.04		78
NEFTune 2026.05		78
MixLLM 2024.12		77.94
Llama-1 7B 2026.05		77.9
QuaRot 2024.12		77.84

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