ICDiff on D-Rep (test)
47.3PCCGPT-4V
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GPT-4VClass=Vision-language Models2024.09 | 47.3 | 38.7 | |
| DINOv2Class=Self-supervised Learning Models2024.09 | 39 | 32.9 | |
| ResNet-50Class=Supervised Pre-trained Models2024.09 | 37.5 | 34.5 | |
| CLIPClass=Vision-language Models2024.09 | 36.8 | 35.8 | |
| ZeroVLClass=Vision-language Models2024.09 | 36.3 | 36.5 | |
| MoCov3Class=Self-supervised Learning Models2024.09 | 35.7 | 40.3 | |
| BoTClass=Current ICD Models2024.09 | 35.6 | 53.8 | |
| DeiT-BClass=Supervised Pre-trained Models2024.09 | 35.3 | 41.7 | |
| BLIPClass=Vision-language Models2024.09 | 34.8 | 41.6 | |
| ConvNeXtClass=Supervised Pre-trained Models2024.09 | 33.8 | 36 | |
| SimSiamClass=Self-supervised Learning Models2024.09 | 33.5 | 45.4 | |
| Swin-BClass=Supervised Pre-trained Models2024.09 | 32.5 | 38.4 | |
| SLIPClass=Vision-language Models2024.09 | 31.8 | 49.7 | |
| EfNetClass=Current ICD Models2024.09 | 30.5 | 62.8 | |
| SSCDClass=Current ICD Models2024.09 | 29.1 | 62.3 | |
| EfficientNetClass=Supervised Pre-trained Models2024.09 | 24 | 59.3 | |
| MAEClass=Self-supervised Learning Models2024.09 | 20.7 | 67.6 | |
| CNNCLClass=Current ICD Models2024.09 | 19.1 | 51.7 | |
| SimCLRClass=Self-supervised Learning Models2024.09 | 7.2 | 49.4 | |
| ASLClass=Current ICD Models2024.09 | 5.6 | 78.1 |