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ResearchFormerly WizWand

Object Color Prediction on Memory Color (zero-shot)

74.5Accuracy (zero-shot)LaMI
11.78828.06944.3560.631Jun 19, 2024
Updated 6mo ago

Evaluation results

MethodLinks
LaMILLM Category=Masked Language Models, Image Augmentation Strategy=Generation2024.0674.5
LaMILLM Category=Causal Language Models, Image Augmentation Strategy=Generation2024.0672.5
X-adapterLLM Category=Masked Language Models, Image Augmentation Strategy=Retrieval2024.0664.1
VaLMLLM Category=Causal Language Models, Image Augmentation Strategy=Retrieval, k=82024.0658.6
VaLMLLM Category=Causal Language Models, Image Augmentation Strategy=Retrieval, k=42024.0654
Z-LaVILLM Category=Causal Language Models, Image Augmentation Strategy=Retrieval2024.0650.4
LIVELLM Category=Causal Language Models, Image Augmentation Strategy=Generation2024.0649.6
BERT (FT)LLM Category=Masked Language Models, Evaluation Protocol=Fine-tuned2024.0633.9
GPT-2 (FT)LLM Category=Causal Language Models, Evaluation Protocol=Fine-tuned2024.0633.3
GPT-2LLM Category=Causal Language Models, Evaluation Protocol=Zero-shot2024.0632.4
BERTLLM Category=Masked Language Models, Evaluation Protocol=Zero-shot2024.0631.6
VokenizationLLM Category=Masked Language Models, Image Augmentation Strategy=Retrieval2024.0614.2