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Science Question Answering on ARC Easy (Accuracy)

86.4Accuracy

Full

Updated 1mo ago

Evaluation Results

Method	Links
Full 2026.06		86.4
TENP 2026.06		85.1
ENP 2026.06		84.6
Gating Score 2026.06		84.5
Full 2026.06		84.1
GEMMA-7B 2025.06		81.65
Teacher (GPT-OSS-20B) 2026.05		80.9
EASY-EP 2026.06		80.1
Frequency 2026.06		80
TENP 2026.06		79.1
ENP 2026.06		78.2
TENP 2026.06		78.2
Random 2026.06		77.8
ENP 2026.06		77.8
EASY-EP 2026.06		76.7
LLAMA-2-7B 2025.06		76.35
Frequency 2026.06		75.3
DEEPSEEK-7B 2025.06		75.25
VICUNA-1.3-7B 2025.06		74.28
Gating Score 2026.06		74
CLIMB 2025.04		73.57
TENP 2026.06		73.3
SmolLM 2025.04		70.08
MASKLLM 2025.06		69.57
MASKLLM 2025.06		68.1
CLIMB 2025.04		67.38
MaskPro 2025.06		66.74
SPARSEGPT 2025.06		66.37
MaskPro 2025.06		66.12
AMD-OLMo 2025.04		65.95
GBLM 2025.06		65.82
MASKLLM 2025.06		65.57
WANDA 2025.06		65.49
Llama-3.2 2025.04		65.49
PRUNER-ZERO 2025.06		64.94
Qwen2.5 2025.04		64.6
SPARSEGPT 2025.06		64.52
MaskPro 2025.06		64.23
GBLM 2025.06		63.17
SPARSEGPT 2025.06		62.92
GBLM 2025.06		62.84
WANDA 2025.06		62.79
PRUNER-ZERO 2025.06		62.33
MAGNITUDE 2025.06		61.87
WANDA 2025.06		61.7
PRUNER-ZERO 2025.06		61.32
X-GRAM-100% 2026.04		61.1
X-GRAM-50% 2026.04		60.9
X-GRAM-50% 2026.04		60.5
TinyLlama 2025.04		60.31
ENP 2026.06		59.6
X-GRAM-100% 2026.04		59.5
X-GRAM-100% 2026.04		59.1
X-GRAM-100% 2026.04		58.4
X-GRAM-50% 2026.04		58.1
X-GRAM-100% 2026.04		57.7
X-GRAM-50% 2026.04		56.7
X-GRAM-50% 2026.04		56.3
Gating Score 2026.06		56.3
MoRT 2026.04		55.6
EASY-EP 2026.06		55.3
MoRT 2026.04		55.1
MAGNITUDE 2025.06		54.92
MAGNITUDE 2025.06		54.59
X-GRAM-100% 2026.04		54
Engram 2026.04		53.5
Engram 2026.04		53.5
Baseline 2026.04		53.2
X-GRAM-50% 2026.04		53
Frequency 2026.06		52.6
Retoken 2026.04		52.3
Engram 2026.04		51.6
Retoken 2026.04		51.2
Retoken 2026.04		50.7
MoRT 2026.04		49.6
MoRT 2026.04		49.3
Engram 2026.04		49.1
Retoken 2026.04		48.8
Engram 2026.04		48.6
MoRT 2026.04		47.9
MoRT 2026.04		47.9
Retoken 2026.04		47.9
Retoken 2026.04		46.1
Engram 2026.04		43.5
Baseline 2026.04		41.4
EASY-EP 2026.06		38.4
DO-ACP 2026.05		36.7
CP 2026.05		36.4
ACP 2026.05		35.6
Random 2026.06		34.3
SF 2026.05		34
ACP 2026.05		33.6
DO-ACP 2026.05		33.5
SF 2026.05		33.3
MaskPro 2025.06		32.92
WANDA 2025.06		32.66
GBLM 2025.06		32.38
CP 2026.05		32.2
SPARSEGPT 2025.06		30.64
Random FFN + teacher attn 2026.05		28.5

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