Referring Expression Grounding on OCID-Ref
94.6Accuracy (Overall)VC-1
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VC-1Architecture=ViT-based, Type=vision-encoder-only2024.05 | 94.6 | 93.7 | 96.5 | 93.7 | |
| SD-VAEType=vision-encoder-only2024.05 | 94.3 | 93.2 | 96.3 | 93.4 | |
| SCRprotocol=frozen, Backbone=U-Net mid/downsampling layers2024.05 | 92.9 | 91.1 | 95.9 | 91.8 | |
| Voltron2024.05 | 92.5 | 96.9 | 91.8 | 90.2 | |
| SCR-FTprotocol=fine-tuned, Backbone=U-Net mid/downsampling layers2024.05 | 91.8 | 90.1 | 94.8 | 90.8 | |
| CLIPArchitecture=ViT-based2024.05 | 68.1 | 60.3 | 76.6 | 67 | |
| R3M2024.05 | 63.3 | 55.3 | 68.3 | 63.3 |