Object Detection on NDDA stop sign images (test)
100Detection RateYOLOv3
Evaluation Results
| Method | Links | |
|---|---|---|
| YOLOv3Generative Model=DALL-E 2, Removed Features=None2023.08 | 100 | |
| DETRGenerative Model=DALL-E 2, Removed Features=None2023.08 | 100 | |
| Faster R-CNNGenerative Model=DALL-E 2, Removed Features=None2023.08 | 100 | |
| RTMDetGenerative Model=DALL-E 2, Removed Features=None2023.08 | 100 | |
| DETRGenerative Model=DALL-E 2, Removed Features=Text2023.08 | 100 | |
| Faster R-CNNGenerative Model=DALL-E 2, Removed Features=Text2023.08 | 100 | |
| YOLOv3Generative Model=Deepfloyd IF, Removed Features=None2023.08 | 100 | |
| DETRGenerative Model=Deepfloyd IF, Removed Features=None2023.08 | 100 | |
| Faster R-CNNGenerative Model=Deepfloyd IF, Removed Features=None2023.08 | 100 | |
| RTMDetGenerative Model=Deepfloyd IF, Removed Features=None2023.08 | 100 | |
| YOLOv3Generative Model=Deepfloyd IF, Removed Features=Color2023.08 | 100 | |
| YOLOv3Generative Model=DALL-E 2, Removed Features=Shape2023.08 | 98 | |
| DETRGenerative Model=DALL-E 2, Removed Features=Shape2023.08 | 98 | |
| Faster R-CNNGenerative Model=DALL-E 2, Removed Features=Shape2023.08 | 98 | |
| RTMDetGenerative Model=DALL-E 2, Removed Features=Shape2023.08 | 98 | |
| YOLOv3Generative Model=DALL-E 2, Removed Features=Color2023.08 | 98 | |
| Faster R-CNNGenerative Model=DALL-E 2, Removed Features=Color2023.08 | 98 | |
| RTMDetGenerative Model=DALL-E 2, Removed Features=Color2023.08 | 98 | |
| Faster R-CNNGenerative Model=Deepfloyd IF, Removed Features=Text2023.08 | 96 | |
| DETRGenerative Model=DALL-E 2, Removed Features=Color2023.08 | 94 | |
| RTMDetGenerative Model=DALL-E 2, Removed Features=Text2023.08 | 94 | |
| Faster R-CNNGenerative Model=Deepfloyd IF, Removed Features=Color2023.08 | 94 | |
| RTMDetGenerative Model=Deepfloyd IF, Removed Features=Color2023.08 | 94 | |
| DETRGenerative Model=Deepfloyd IF, Removed Features=Text2023.08 | 94 | |
| DETRGenerative Model=Deepfloyd IF, Removed Features=Color2023.08 | 92 | |
| RTMDetGenerative Model=DALL-E 2, Removed Features=Pattern2023.08 | 90 | |
| DETRGenerative Model=Stable Diffusion 2, Removed Features=Text2023.08 | 90 | |
| DETRGenerative Model=Stable Diffusion 2, Removed Features=Pattern2023.08 | 90 | |
| Faster R-CNNGenerative Model=Deepfloyd IF, Removed Features=Pattern2023.08 | 90 | |
| YOLOv5Generative Model=Deepfloyd IF, Removed Features=None2023.08 | 88 | |
| RTMDetGenerative Model=Deepfloyd IF, Removed Features=Text2023.08 | 88 | |
| DETRGenerative Model=Deepfloyd IF, Removed Features=Pattern2023.08 | 88 | |
| RTMDetGenerative Model=Deepfloyd IF, Removed Features=Pattern2023.08 | 88 | |
| Faster R-CNNGenerative Model=Stable Diffusion 2, Removed Features=None2023.08 | 86 | |
| DETRGenerative Model=Stable Diffusion 2, Removed Features=None2023.08 | 84 | |
| Faster R-CNNGenerative Model=Deepfloyd IF, Removed Features=Shape2023.08 | 84 | |
| YOLOv3Generative Model=Deepfloyd IF, Removed Features=Text2023.08 | 84 | |
| YOLOv3Generative Model=DALL-E 2, Removed Features=Text2023.08 | 82 | |
| YOLOv3Generative Model=Deepfloyd IF, Removed Features=Pattern2023.08 | 80 | |
| YOLOv3Generative Model=Stable Diffusion 2, Removed Features=Color2023.08 | 78 | |
| DETRGenerative Model=Stable Diffusion 2, Removed Features=Color2023.08 | 78 | |
| YOLOv5Generative Model=Deepfloyd IF, Removed Features=Text2023.08 | 78 | |
| YOLOv5Generative Model=DALL-E 2, Removed Features=None2023.08 | 76 | |
| RTMDetGenerative Model=Stable Diffusion 2, Removed Features=None2023.08 | 76 | |
| Faster R-CNNGenerative Model=Stable Diffusion 2, Removed Features=Pattern2023.08 | 76 | |
| YOLOv3Generative Model=Stable Diffusion 2, Removed Features=None2023.08 | 74 | |
| Faster R-CNNGenerative Model=Stable Diffusion 2, Removed Features=Color2023.08 | 72 | |
| RTMDetGenerative Model=Stable Diffusion 2, Removed Features=Pattern2023.08 | 72 | |
| Faster R-CNNGenerative Model=Stable Diffusion 2, Removed Features=Text2023.08 | 70 | |
| DETRGenerative Model=Deepfloyd IF, Removed Features=Shape2023.08 | 70 | |
| YOLOv3Generative Model=Deepfloyd IF, Removed Features=Shape2023.08 | 68 | |
| RTMDetGenerative Model=Stable Diffusion 2, Removed Features=Color2023.08 | 66 | |
| RTMDetGenerative Model=Stable Diffusion 2, Removed Features=Text2023.08 | 66 | |
| YOLOv5Generative Model=Deepfloyd IF, Removed Features=Pattern2023.08 | 64 | |
| Faster R-CNNGenerative Model=Stable Diffusion 2, Removed Features=Shape2023.08 | 60 | |
| YOLOv3Generative Model=Deepfloyd IF, Removed Features=Shape+Color+Text+Pattern2023.08 | 60 | |
| YOLOv3Generative Model=Stable Diffusion 2, Removed Features=Text2023.08 | 58 | |
| YOLOv5Generative Model=Deepfloyd IF, Removed Features=Color2023.08 | 58 | |
| YOLOv5Generative Model=Stable Diffusion 2, Removed Features=Text2023.08 | 56 | |
| YOLOv3Generative Model=Stable Diffusion 2, Removed Features=Pattern2023.08 | 56 | |
| RTMDetGenerative Model=Deepfloyd IF, Removed Features=Shape2023.08 | 56 | |
| YOLOv3Generative Model=DALL-E 2, Removed Features=Pattern2023.08 | 52 | |
| Faster R-CNNGenerative Model=DALL-E 2, Removed Features=Pattern2023.08 | 52 | |
| YOLOv5Generative Model=Deepfloyd IF, Removed Features=Shape2023.08 | 52 | |
| DETRGenerative Model=DALL-E 2, Removed Features=Pattern2023.08 | 50 | |
| YOLOv5Generative Model=Stable Diffusion 2, Removed Features=None2023.08 | 50 | |
| YOLOv5Generative Model=DALL-E 2, Removed Features=Color2023.08 | 48 | |
| YOLOv5Generative Model=Stable Diffusion 2, Removed Features=Pattern2023.08 | 48 | |
| DETRGenerative Model=Stable Diffusion 2, Removed Features=Shape+Color+Text+Pattern2023.08 | 48 | |
| DETRGenerative Model=Stable Diffusion 2, Removed Features=Shape2023.08 | 46 | |
| YOLOv5Generative Model=Stable Diffusion 2, Removed Features=Color2023.08 | 40 | |
| YOLOv5Generative Model=DALL-E 2, Removed Features=Shape2023.08 | 36 | |
| DETRGenerative Model=Deepfloyd IF, Removed Features=Shape+Color+Text+Pattern2023.08 | 34 | |
| Faster R-CNNGenerative Model=Deepfloyd IF, Removed Features=Shape+Color+Text+Pattern2023.08 | 34 | |
| YOLOv5Generative Model=DALL-E 2, Removed Features=Text2023.08 | 32 | |
| RTMDetGenerative Model=Deepfloyd IF, Removed Features=Shape+Color+Text+Pattern2023.08 | 32 | |
| YOLOv3Generative Model=Stable Diffusion 2, Removed Features=Shape2023.08 | 30 | |
| YOLOv3Generative Model=Stable Diffusion 2, Removed Features=Shape+Color+Text+Pattern2023.08 | 30 | |
| Faster R-CNNGenerative Model=Stable Diffusion 2, Removed Features=Shape+Color+Text+Pattern2023.08 | 30 | |
| RTMDetGenerative Model=Stable Diffusion 2, Removed Features=Shape2023.08 | 26 | |
| YOLOv5Generative Model=Stable Diffusion 2, Removed Features=Shape2023.08 | 24 | |
| RTMDetGenerative Model=Stable Diffusion 2, Removed Features=Shape+Color+Text+Pattern2023.08 | 24 | |
| YOLOv3Generative Model=DALL-E 2, Removed Features=Shape+Color+Text+Pattern2023.08 | 12 | |
| YOLOv5Generative Model=DALL-E 2, Removed Features=Pattern2023.08 | 10 | |
| RTMDetGenerative Model=DALL-E 2, Removed Features=Shape+Color+Text+Pattern2023.08 | 8 | |
| DETRGenerative Model=DALL-E 2, Removed Features=Shape+Color+Text+Pattern2023.08 | 6 | |
| YOLOv5Generative Model=Stable Diffusion 2, Removed Features=Shape+Color+Text+Pattern2023.08 | 6 | |
| Faster R-CNNGenerative Model=DALL-E 2, Removed Features=Shape+Color+Text+Pattern2023.08 | 4 | |
| YOLOv5Generative Model=DALL-E 2, Removed Features=Shape+Color+Text+Pattern2023.08 | 0 | |
| YOLOv5Generative Model=Deepfloyd IF, Removed Features=Shape+Color+Text+Pattern2023.08 | 0 |