Video Semantic Segmentation on Cityscapes-C (test)
49.27mIoUTime2General
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Time2GeneralTraining Dataset=KITTI-3602026.02 | 49.27 | 80.43 | 79.78 | |
| Time2GeneralTraining Dataset=KITTI-3602026.02 | 48.62 | 85.1 | 85.5 | |
| DepthForgeTraining Dataset=KITTI-360, Proc. & Year=ICCV20252026.02 | 46.77 | 74.95 | 73.45 | |
| FADATraining Dataset=KITTI-360, Proc. & Year=NeurIPS20242026.02 | 45.84 | 53.08 | 30.05 | |
| Time2GeneralTraining Dataset=CamVid2026.02 | 45.74 | 80.91 | 78.63 | |
| Time2GeneralTraining Dataset=CamVid2026.02 | 45.61 | 61.87 | 53.19 | |
| Time2GeneralTraining Dataset=KITTI-3602026.02 | 44.62 | 83.31 | 83.89 | |
| DepthForgeTraining Dataset=CamVid, Proc. & Year=ICCV20252026.02 | 43.61 | 54.2 | 36.34 | |
| Time2GeneralTraining Dataset=ApolloScape2026.02 | 43.3 | 73.46 | 70.85 | |
| FADATraining Dataset=KITTI-360, Proc. & Year=NeurIPS20242026.02 | 43.04 | 73.35 | 69.99 | |
| FADATraining Dataset=CamVid, Proc. & Year=NeurIPS20242026.02 | 42.65 | 38.88 | 18.79 | |
| REINTraining Dataset=CamVid, Proc. & Year=CVPR20242026.02 | 42.53 | 50.92 | 49.69 | |
| DepthForgeTraining Dataset=ApolloScape, Proc. & Year=ICCV20252026.02 | 41.75 | 62.02 | 35.56 | |
| Time2GeneralTraining Dataset=ApolloScape2026.02 | 41.58 | 71.81 | 70.23 | |
| REINTraining Dataset=KITTI-360, Proc. & Year=CVPR20242026.02 | 41.19 | 80.59 | 79.62 | |
| FADATraining Dataset=KITTI-360, Proc. & Year=NeurIPS20242026.02 | 41 | 74.04 | 72.62 | |
| DepthForgeTraining Dataset=CamVid, Proc. & Year=ICCV20252026.02 | 40.9 | 72.88 | 66.96 | |
| REINTraining Dataset=KITTI-360, Proc. & Year=CVPR20242026.02 | 40.54 | 58.82 | 32.66 | |
| DepthForgeTraining Dataset=ApolloScape, Proc. & Year=ICCV20252026.02 | 40.52 | 63.83 | 59.39 | |
| SSPTraining Dataset=CamVid, Proc. & Year=CVPR20252026.02 | 39.57 | 50.79 | 44.37 | |
| Time2GeneralTraining Dataset=CamVid2026.02 | 39.29 | 70.47 | 66.04 | |
| REINTraining Dataset=CamVid, Proc. & Year=CVPR20242026.02 | 39.24 | 65.21 | 37.09 | |
| REINTraining Dataset=ApolloScape, Proc. & Year=CVPR20242026.02 | 38.92 | 59.08 | 32.74 | |
| Time2GeneralProc. & Year=-, Training Source=Apollo2026.02 | 38.4 | 64.55 | 61.22 | |
| REINTraining Dataset=KITTI-360, Proc. & Year=CVPR20242026.02 | 38.29 | 79.14 | 77.68 | |
| Time2GeneralTraining Dataset=ApolloScape2026.02 | 37.23 | 71.79 | 71.08 | |
| DepthForgeTraining Dataset=CamVid, Proc. & Year=ICCV20252026.02 | 36.99 | 66.91 | 64.55 | |
| DepthForgeTraining Dataset=KITTI-360, Proc. & Year=ICCV20252026.02 | 36.5 | 74.95 | 73.45 | |
| SSPTraining Dataset=CamVid, Proc. & Year=CVPR20252026.02 | 36.5 | 61.51 | 60.68 | |
| DepthForgeTraining Dataset=KITTI-360, Proc. & Year=ICCV20252026.02 | 36.45 | 73.58 | 71.4 | |
| FADATraining Dataset=ApolloScape, Proc. & Year=NeurIPS20242026.02 | 36.04 | 63.35 | 62.99 | |
| REINTraining Dataset=ApolloScape, Proc. & Year=CVPR20242026.02 | 35.94 | 65.37 | 65.1 | |
| FADATraining Dataset=ApolloScape, Proc. & Year=NeurIPS20242026.02 | 35.84 | 53.08 | 28.05 | |
| FADATraining Dataset=CamVid, Proc. & Year=NeurIPS20242026.02 | 35.68 | 55.83 | 50.93 | |
| DepthForgeProc. & Year=ICCV2025, Training Source=Apollo2026.02 | 35.58 | 55.8 | 43.81 | |
| REINTraining Dataset=ApolloScape, Proc. & Year=CVPR20242026.02 | 35.22 | 68.89 | 68.1 | |
| REINProc. & Year=CVPR2024, Training Source=Apollo2026.02 | 34.43 | 56.7 | 47.32 | |
| FADATraining Dataset=ApolloScape, Proc. & Year=NeurIPS20242026.02 | 34 | 64.04 | 62.62 | |
| FADAProc. & Year=NeurIPS2024, Training Source=Apollo2026.02 | 33.97 | 54.53 | 44.2 | |
| REINTraining Dataset=CamVid, Proc. & Year=CVPR20242026.02 | 33.41 | 68.85 | 63.84 | |
| Time2GeneralTraining Dataset=KITTI-3602026.02 | 32.25 | 41.25 | 33.45 | |
| Time2GeneralTraining Dataset=ApolloScape2026.02 | 31.5 | 41.14 | 32.72 | |
| Time2GeneralTraining Dataset=CamVid2026.02 | 31.28 | 36.9 | 29.59 | |
| DepthForgeTraining Dataset=ApolloScape, Proc. & Year=ICCV20252026.02 | 31.1 | 36.56 | 28.56 | |
| DepthForgeTraining Dataset=KITTI-360, Proc. & Year=ICCV20252026.02 | 30.41 | 36.42 | 28 | |
| FADATraining Dataset=KITTI-360, Proc. & Year=NeurIPS20242026.02 | 30 | 37.65 | 33.12 | |
| FADATraining Dataset=ApolloScape, Proc. & Year=NeurIPS20242026.02 | 30 | 37.65 | 23.12 | |
| REINTraining Dataset=CamVid, Proc. & Year=CVPR20242026.02 | 29.87 | 30.42 | 27.6 | |
| DepthForgeTraining Dataset=CamVid, Proc. & Year=ICCV20252026.02 | 28.98 | 33.51 | 27.53 | |
| DepthForgeTraining Dataset=ApolloScape, Proc. & Year=ICCV20252026.02 | 28.96 | 60.77 | 51.74 | |
| FADATraining Dataset=CamVid, Proc. & Year=NeurIPS20242026.02 | 28.62 | 32.2 | 22.29 | |
| REINTraining Dataset=KITTI-360, Proc. & Year=CVPR20242026.02 | 28.32 | 37.92 | 27.92 | |
| REINTraining Dataset=ApolloScape, Proc. & Year=CVPR20242026.02 | 27.64 | 33.45 | 23.34 | |
| SSPTraining Dataset=ApolloScape, Proc. & Year=CVPR20252026.02 | 26.73 | 63.24 | 58.32 | |
| SSPTraining Dataset=CamVid, Proc. & Year=CVPR20252026.02 | 25.19 | 55.44 | 56.7 | |
| SSPTraining Dataset=KITTI-360, Proc. & Year=CVPR20252026.02 | 25.03 | 53.22 | 43.13 | |
| FADATraining Dataset=CamVid, Proc. & Year=NeurIPS20242026.02 | 24.75 | 44.11 | 45.35 | |
| SSPTraining Dataset=ApolloScape, Proc. & Year=CVPR20252026.02 | 22.04 | 68.21 | 62.67 | |
| SSPTraining Dataset=CamVid, Proc. & Year=CVPR20252026.02 | 21.33 | 35.8 | 21.83 | |
| SSPProc. & Year=CVPR2025, Training Source=Apollo2026.02 | 20.04 | 58.4 | 54.06 | |
| TV3STraining Dataset=CamVid, Proc. & Year=CVPR20252026.02 | 19.36 | 47.48 | 44.65 | |
| TV3STraining Dataset=CamVid, Proc. & Year=CVPR20252026.02 | 19.09 | 47.81 | 48.97 | |
| SSPTraining Dataset=KITTI-360, Proc. & Year=CVPR20252026.02 | 16.6 | 35.13 | 32.31 | |
| TV3STraining Dataset=CamVid, Proc. & Year=CVPR20252026.02 | 16.21 | 26.38 | 17.44 | |
| SSPTraining Dataset=ApolloScape, Proc. & Year=CVPR20252026.02 | 15.93 | 33.85 | 27.04 | |
| TV3STraining Dataset=CamVid, Proc. & Year=CVPR20252026.02 | 15.93 | 31.08 | 25.79 | |
| SSPTraining Dataset=ApolloScape, Proc. & Year=CVPR20252026.02 | 15.46 | 68.3 | 68.21 | |
| TV3STraining Dataset=ApolloScape, Proc. & Year=CVPR20252026.02 | 12.03 | 67.12 | 68.52 | |
| SSPTraining Dataset=KITTI-360, Proc. & Year=CVPR20252026.02 | 11.97 | 32.63 | 32.89 | |
| TV3STraining Dataset=ApolloScape, Proc. & Year=CVPR20252026.02 | 11.43 | 41.84 | 33.69 | |
| TV3STraining Dataset=ApolloScape, Proc. & Year=CVPR20252026.02 | 11.38 | 43.94 | 42.33 | |
| TV3SProc. & Year=CVPR2025, Training Source=Apollo2026.02 | 11.27 | 43.24 | 39.9 | |
| TV3STraining Dataset=ApolloScape, Proc. & Year=CVPR20252026.02 | 10.25 | 20.05 | 15.06 | |
| SSPTraining Dataset=KITTI-360, Proc. & Year=CVPR20252026.02 | 10.1 | 19.93 | 15.65 | |
| TV3STraining Dataset=KITTI-360, Proc. & Year=CVPR20252026.02 | 8.77 | 19.4 | 18.85 | |
| TV3STraining Dataset=KITTI-360, Proc. & Year=CVPR20252026.02 | 6.85 | 10.89 | 7.18 | |
| TV3STraining Dataset=KITTI-360, Proc. & Year=CVPR20252026.02 | 4.24 | 8.33 | 6.82 | |
| TV3STraining Dataset=KITTI-360, Proc. & Year=CVPR20252026.02 | 3.78 | 19.71 | 20.05 |