Relative Size Prediction on Relative Size zero-shot
85.5AccuracyLaMI
Evaluation Results
| Method | Links | |
|---|---|---|
| LaMILLM Category=Causal Language Models, Image Augmentation Strategy=Generation2024.06 | 85.5 | |
| VaLMLLM Category=Causal Language Models, Image Augmentation Strategy=Retrieval, k=42024.06 | 85 | |
| LaMILLM Category=Masked Language Models, Image Augmentation Strategy=Generation2024.06 | 78.4 | |
| Z-LaVILLM Category=Causal Language Models, Image Augmentation Strategy=Retrieval2024.06 | 76.8 | |
| VokenizationLLM Category=Masked Language Models, Image Augmentation Strategy=Retrieval2024.06 | 72.4 | |
| LIVELLM Category=Causal Language Models, Image Augmentation Strategy=Generation2024.06 | 66.7 | |
| VaLMLLM Category=Causal Language Models, Image Augmentation Strategy=Retrieval, k=82024.06 | 62.4 | |
| GPT-2LLM Category=Causal Language Models, Evaluation Protocol=Zero-shot2024.06 | 43.1 | |
| GPT-2 (FT)LLM Category=Causal Language Models, Evaluation Protocol=Fine-tuned2024.06 | 38.2 | |
| BERTLLM Category=Masked Language Models, Evaluation Protocol=Zero-shot2024.06 | 38.1 | |
| BERT (FT)LLM Category=Masked Language Models, Evaluation Protocol=Fine-tuned2024.06 | 35.7 |