Object Shape Prediction on ViComTe zero-shot
67.3Accuracy (zero-shot)LaMI
Evaluation Results
| Method | Links | |
|---|---|---|
| LaMILLM Category=Masked Language Models, Image Augmentation Strategy=Generation2024.06 | 67.3 | |
| LaMILLM Category=Causal Language Models, Image Augmentation Strategy=Generation2024.06 | 66.8 | |
| Z-LaVILLM Category=Causal Language Models, Image Augmentation Strategy=Retrieval2024.06 | 64.4 | |
| VaLMLLM Category=Causal Language Models, Image Augmentation Strategy=Retrieval, k=42024.06 | 62.8 | |
| VaLMLLM Category=Causal Language Models, Image Augmentation Strategy=Retrieval, k=82024.06 | 59.4 | |
| GPT-2LLM Category=Causal Language Models, Evaluation Protocol=Zero-shot2024.06 | 44.5 | |
| VokenizationLLM Category=Masked Language Models, Image Augmentation Strategy=Retrieval2024.06 | 43.2 | |
| LIVELLM Category=Causal Language Models, Image Augmentation Strategy=Generation2024.06 | 41.5 | |
| GPT-2 (FT)LLM Category=Causal Language Models, Evaluation Protocol=Fine-tuned2024.06 | 39.3 | |
| BERTLLM Category=Masked Language Models, Evaluation Protocol=Zero-shot2024.06 | 28.1 | |
| BERT (FT)LLM Category=Masked Language Models, Evaluation Protocol=Fine-tuned2024.06 | 21.5 |