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ResearchFormerly WizWand

Question Answering on ARC Challenge v1 (test)

56.7Normalized AccuracyLLaMA-3-8B-Lizard
43.90847.22950.5553.871Jul 11, 2025
Updated 6mo ago

Evaluation results

MethodLinks
LLaMA-3-8B-LizardTraining Tokens (B)=0.04, Evaluation Protocol=Zero-shot, Model Architecture Category=Linearized, Linearized Model Constraint=Unbounded2025.0756.7
Mistral-7B-LizardTraining Tokens (B)=0.04, Evaluation Protocol=Zero-shot, Model Architecture Category=Linearized, Linearized Model Constraint=Unbounded2025.0755.8
Mistral-7B-LoLCATsTraining Tokens (B)=0.04, Evaluation Protocol=Zero-shot, Model Architecture Category=Linearized, Linearized Model Constraint=Bounded2025.0754.9
LLaMA-3-8B-LoLCATsTraining Tokens (B)=0.04, Evaluation Protocol=Zero-shot, Model Architecture Category=Linearized, Linearized Model Constraint=Bounded2025.0754.9
Mistral-7BTraining Tokens (B)=8000*, Evaluation Protocol=Zero-shot, Model Architecture Category=Transformer2025.0753.8
LLaMA-3-8BTraining Tokens (B)=15000, Evaluation Protocol=Zero-shot, Model Architecture Category=Transformer2025.0753.3
Gemma-7BTraining Tokens (B)=6000, Evaluation Protocol=Zero-shot, Model Architecture Category=Transformer2025.0753.2
Liger-GLA-Llama-3-8BTraining Tokens (B)=0.02, Evaluation Protocol=Zero-shot, Model Architecture Category=Linearized, Linearized Model Constraint=Bounded2025.0752.5
Liger-GLA-Mistral-7BTraining Tokens (B)=0.02, Evaluation Protocol=Zero-shot, Model Architecture Category=Linearized, Linearized Model Constraint=Bounded2025.0749.3
Mamba2-LLaMA-3-8BTraining Tokens (B)=20, Evaluation Protocol=Zero-shot, Model Architecture Category=Linearized, Linearized Model Constraint=Unbounded2025.0748
Griffin-7BTraining Tokens (B)=300, Evaluation Protocol=Zero-shot, Model Architecture Category=Subquadratic2025.0747.9
Mamba-7BTraining Tokens (B)=1200, Evaluation Protocol=Zero-shot, Model Architecture Category=Subquadratic2025.0746.7
RWKV-6-v2.1-7BTraining Tokens (B)=1420, Evaluation Protocol=Zero-shot, Model Architecture Category=Subquadratic2025.0746.3
Hawk-7BTraining Tokens (B)=300, Evaluation Protocol=Zero-shot, Model Architecture Category=Subquadratic2025.0745.9
Mistral-7B-SUPRATraining Tokens (B)=100, Evaluation Protocol=Zero-shot, Model Architecture Category=Linearized, Linearized Model Constraint=Bounded2025.0745.8
TransNormerLLM-7BTraining Tokens (B)=1400, Evaluation Protocol=Zero-shot, Model Architecture Category=Subquadratic2025.0744.4