Video Semantic Segmentation on CamVid
76.2mIoUPSPNet101
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PSPNet101Backbone=PSPNet1012020.04 | 76.2 | 83.6 | 175 | — | — | |
| TD2-PSP50Backbone=PSPNet50, Temporal Paths (T)=22020.04 | 76 | 83.4 | 90 | — | — | |
| PSPNet50Backbone=PSPNet502020.04 | 74.7 | 81.5 | 100 | — | — | |
| TD4-PSP18Backbone=PSPNet18, Temporal Paths (T)=42020.04 | 72.6 | 80.2 | 40 | — | — | |
| Time2GeneralProc. & Year=-2026.02 | 72.09 | — | — | 94.56 | 94.76 | |
| PSPNet18Backbone=PSPNet182020.04 | 71 | 78.7 | 40 | — | — | |
| Netwarp2020.04 | 67.1 | — | 363 | — | — | |
| ACCEL2020.04 | 66.7 | — | 132 | — | — | |
| GRFP(5)2020.04 | 66.1 | — | 230 | — | — | |
| RS-SSMBackbone=MiT-B5, GFLOPs=128.8, Params(M)=88.4, FPS=20.2, Input Resolution=480 × 8532026.03 | 64.4 | — | — | — | — | |
| RS-SSMBackbone=MiT-B2, GFLOPs=60.7, Params(M)=31.2, FPS=30.9, Input Resolution=480 × 8532026.03 | 63.7 | — | — | — | — | |
| RS-SSMBackbone=MiT-B1, GFLOPs=48.1, Params(M)=20.2, FPS=37.3, Input Resolution=480 × 8532026.03 | 62.7 | — | — | — | — | |
| CFFM++Backbone=MiT-B5, GFLOPs=444.3, Params(M)=87.5, FPS=10.4, Input Resolution=480 × 8532026.03 | 62.3 | — | — | — | — | |
| TV3SBackbone=MiT-B5, GFLOPs=137.0, Params(M)=85.6, FPS=14.0, Input Resolution=480 × 8532026.03 | 62.1 | — | — | — | — | |
| RS-SSMBackbone=Swin-S, GFLOPs=110.3, Params(M)=55.9, FPS=24.2, Input Resolution=480 × 8532026.03 | 62 | — | — | — | — | |
| TV3SBackbone=MiT-B2, GFLOPs=53.9, Params(M)=28.3, FPS=21.9, Input Resolution=480 × 8532026.03 | 61.8 | — | — | — | — | |
| MRCFABackbone=MiT-B5, GFLOPs=373.0, Params(M)=84.5, FPS=5.0, Input Resolution=480 × 8532026.03 | 61.8 | — | — | — | — | |
| SegformerBackbone=MiT-B5, GFLOPs=185.0, Params(M)=82.1, FPS=9.4, Input Resolution=480 × 8532026.03 | 61.4 | — | — | — | — | |
| CFFM++Backbone=MiT-B2, GFLOPs=172.6, Params(M)=28.5, FPS=21.5, Input Resolution=480 × 8532026.03 | 61 | — | — | — | — | |
| RS-SSMBackbone=Swin-T, GFLOPs=73.5, Params(M)=34.6, FPS=26.7, Input Resolution=480 × 8532026.03 | 60.9 | — | — | — | — | |
| TV3SBackbone=MiT-B1, GFLOPs=36.9, Params(M)=17.3, FPS=24.7, Input Resolution=480 × 8532026.03 | 60.8 | — | — | — | — | |
| MRCFABackbone=MiT-B2, GFLOPs=127.9, Params(M)=27.3, FPS=10.7, Input Resolution=480 × 8532026.03 | 60.6 | — | — | — | — | |
| TV3SBackbone=Swin-S, GFLOPs=94.1, Params(M)=53.1, FPS=19.5, Input Resolution=480 × 8532026.03 | 60.2 | — | — | — | — | |
| CFFM++Backbone=MiT-B1, GFLOPs=114.3, Params(M)=16.5, FPS=27.6, Input Resolution=480 × 8532026.03 | 60.1 | — | — | — | — | |
| SegformerBackbone=MiT-B2, GFLOPs=100.8, Params(M)=24.8, FPS=16.2, Input Resolution=480 × 8532026.03 | 59.8 | — | — | — | — | |
| MRCFABackbone=MiT-B1, GFLOPs=77.5, Params(M)=16.2, FPS=40.1, Input Resolution=480 × 8532026.03 | 59.7 | — | — | — | — | |
| MPVSSBackbone=R50, GFLOPs=38.9, Params(M)=84.1, FPS=33.9, Input Resolution=480 × 8532026.03 | 59.7 | — | — | — | — | |
| Mask2FormerBackbone=Swin-S, GFLOPs=152.2, Params(M)=68.9, FPS=14.5, Input Resolution=480 × 8532026.03 | 59.6 | — | — | — | — | |
| TV3SBackbone=Swin-T, GFLOPs=57.3, Params(M)=31.7, FPS=22.9, Input Resolution=480 × 8532026.03 | 59.4 | — | — | — | — | |
| MPVSSBackbone=Swin-S, GFLOPs=47.3, Params(M)=108.0, FPS=30.6, Input Resolution=480 × 8532026.03 | 59.3 | — | — | — | — | |
| Mask2FormerBackbone=R101, GFLOPs=141.3, Params(M)=63.0, FPS=16.9, Input Resolution=480 × 8532026.03 | 58.9 | — | — | — | — | |
| MPVSSBackbone=R101, GFLOPs=45.1, Params(M)=103.1, FPS=32.3, Input Resolution=480 × 8532026.03 | 58.8 | — | — | — | — | |
| Mask2FormerBackbone=Swin-T, GFLOPs=114.4, Params(M)=47.4, FPS=17.1, Input Resolution=480 × 8532026.03 | 58.7 | — | — | — | — | |
| MPVSSBackbone=Swin-T, GFLOPs=39.7, Params(M)=114.0, FPS=32.8, Input Resolution=480 × 8532026.03 | 58.3 | — | — | — | — | |
| Mask2FormerBackbone=R50, GFLOPs=110.6, Params(M)=44.0, FPS=19.4, Input Resolution=480 × 8532026.03 | 58.1 | — | — | — | — | |
| SegformerBackbone=MiT-B1, GFLOPs=26.6, Params(M)=13.8, FPS=58.7, Input Resolution=480 × 8532026.03 | 57.9 | — | — | — | — | |
| FADAProc. & Year=NeurIPS20242026.02 | 55.51 | — | — | 83.07 | 82 | |
| DepthForgeProc. & Year=ICCV20252026.02 | 51.28 | — | — | 84.65 | 84.26 | |
| TV3SProc. & Year=CVPR20252026.02 | 48.74 | — | — | 86.18 | 85.61 | |
| SSPProc. & Year=CVPR20252026.02 | 48.42 | — | — | 90.39 | 91.43 | |
| REINProc. & Year=CVPR20242026.02 | 41.19 | — | — | 84.03 | 83.53 | |
| LVS2020.04 | — | 82.9 | 84 | — | — | |
| PEARL2020.04 | — | 83.2 | 300 | — | — |