Semantic Segmentation on Pascal VOC 2012 (mIoU and Rate)
0.26Rate (bpp)JPEG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| JPEGPre-Trained Model=DeepLabv3-MobileNet, Comparison Type=Fixed Rate2026.06 | 0.26 | 39.86 | |
| JPEGPre-Trained Model=DeepLabv3-ResNet50, Comparison Type=Fixed Rate2026.06 | 0.26 | 46.99 | |
| GooglePre-Trained Model=DeepLabv3-ResNet50, Comparison Type=Fixed Rate2026.06 | 0.26 | 44.26 | |
| J4DPre-Trained Model=DeepLabv3-MobileNet, Comparison Type=Fixed Rate2026.06 | 0.27 | 46.21 | |
| GooglePre-Trained Model=DeepLabv3-MobileNet, Comparison Type=Fixed Rate2026.06 | 0.27 | 36.41 | |
| J4DPre-Trained Model=DeepLabv3-ResNet50, Comparison Type=Fixed Rate2026.06 | 0.27 | 52.73 | |
| AutoJPEGPre-Trained Model=DeepLabv3-MobileNet, Comparison Type=Fixed Rate2026.06 | 0.29 | 23.43 | |
| AutoJPEGPre-Trained Model=DeepLabv3-ResNet50, Comparison Type=Fixed Rate2026.06 | 0.33 | 36.8 | |
| J4DPre-Trained Model=DeepLabv3-MobileNet, Comparison Type=Fixed mIoU2026.06 | 1.58 | 70.08 | |
| J4DPre-Trained Model=DeepLabv3-ResNet50, Comparison Type=Fixed mIoU2026.06 | 2.27 | 76.91 | |
| GooglePre-Trained Model=DeepLabv3-MobileNet, Comparison Type=Fixed mIoU2026.06 | 2.83 | 70.11 | |
| GooglePre-Trained Model=DeepLabv3-ResNet50, Comparison Type=Fixed mIoU2026.06 | 3.82 | 76.8 | |
| AutoJPEGPre-Trained Model=DeepLabv3-ResNet50, Comparison Type=Fixed mIoU2026.06 | 5.72 | 76.75 | |
| AutoJPEGPre-Trained Model=DeepLabv3-MobileNet, Comparison Type=Fixed mIoU2026.06 | 6.19 | 70 | |
| JPEGPre-Trained Model=DeepLabv3-MobileNet, Comparison Type=Fixed mIoU2026.06 | 7.55 | 70.07 | |
| JPEGPre-Trained Model=DeepLabv3-ResNet50, Comparison Type=Fixed mIoU2026.06 | 7.55 | 76.91 |