Video Semantic Segmentation on VSPW 17 (test)
42mIoUCFFM++
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CFFM++Backbone=MiT-B2, Params (M)=28.52022.04 | 42 | 88.9 | 84.7 | |
| CFFMBackbone=MiT-B2, Params (M)=26.52022.04 | 41 | 88.4 | 83.6 | |
| SegFormerBackbone=MiT-B2, Params (M)=24.82022.04 | 40 | 84.9 | 79.8 | |
| CFFM++Backbone=MiT-B1, Params (M)=16.52022.04 | 36 | 87.9 | 83.2 | |
| TCBst-ocr-memBackbone=ResNet-101, Params (M)=58.12022.04 | 35.6 | 86.2 | 81.9 | |
| CFFMBackbone=MiT-B1, Params (M)=15.52022.04 | 35.1 | 87.2 | 82.2 | |
| TCBst-ocrBackbone=ResNet-101, Params (M)=58.12022.04 | 35.1 | 85.1 | 80.1 | |
| NetWarpBackbone=OCRNet, Params (M)=58.12022.04 | 35 | 83.2 | 77.2 | |
| ETCBackbone=OCRNet, Params (M)=58.12022.04 | 34.6 | 83.1 | 78 | |
| TCBst-ppmBackbone=ResNet-101, Params (M)=70.52022.04 | 34.6 | 85.2 | 80.2 | |
| OCRNetBackbone=ResNet-101, Params (M)=58.12022.04 | 34 | 82.9 | 77.4 | |
| PSPNetBackbone=ResNet-101, Params (M)=70.52022.04 | 33.8 | 83.4 | 78.3 | |
| ETCBackbone=PSPNet, Params (M)=89.42022.04 | 33.8 | 82.8 | 77.1 | |
| NetWarpBackbone=PSPNet, Params (M)=89.42022.04 | 33.7 | 82.6 | 77.1 | |
| SegFormerBackbone=MiT-B1, Params (M)=13.82022.04 | 33.5 | 82.6 | 76.9 | |
| UperNetBackbone=ResNet-101, Params (M)=83.22022.04 | 33.5 | 79.3 | 73.3 | |
| CFFM++Backbone=MiT-B0, Params (M)=5.72022.04 | 32.8 | 87.4 | 82.4 | |
| DeepLabv3+Backbone=ResNet-101, Params (M)=62.72022.04 | 32.2 | 81 | 75 | |
| CFFMBackbone=MiT-B0, Params (M)=4.72022.04 | 31.8 | 86.3 | 80.9 | |
| SegFormerBackbone=MiT-B0, Params (M)=3.82022.04 | 30.9 | 81.6 | 75.7 |