Semantic Segmentation
Papers
Showing 1–10 of 14763 papers
All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepLabv3+ (Xception-65-JFT) | Mean IoU | 89 | — | Unverified |
| 2 | DeepLabv3+ (Xception-JFT) | Mean IoU | 89 | — | Unverified |
| 3 | DeepLabv3-JFT | Mean IoU | 86.9 | — | Unverified |
| 4 | CASIA_IVA_SDN | Mean IoU | 86.6 | — | Unverified |
| 5 | Smooth Network with Channel Attention Block | Mean IoU | 86.2 | — | Unverified |
| 6 | SANet (pretraining on COCO dataset) | Mean IoU | 86.1 | — | Unverified |
| 7 | EncNet | Mean IoU | 85.9 | — | Unverified |
| 8 | HamNet w/o COCO (ResNet-101) | Mean IoU | 85.9 | — | Unverified |
| 9 | Auto-DeepLab-L | Mean IoU | 85.6 | — | Unverified |
| 10 | PSPNet | Mean IoU | 85.4 | — | Unverified |