Video Prediction on KITTI 12 (test)
88.53MS-SSIM (t+1)DMVFN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DMVFNInputs=RGB, GFLOPS=5.152023.03 | 88.53 | 78.01 | 70.52 | 10.74 | 19.27 | 26.05 | |
| DMVFN (w/o r)Inputs=RGB, GFLOPS=9.962023.03 | 88.06 | 76.53 | 68.29 | 10.7 | 19.28 | 26.13 | |
| SADMInputs=RGB+S+F2023.03 | 83.06 | 72.44 | 64.72 | 14.41 | 24.58 | 31.16 | |
| OPTInputs=RGB, GFLOPS=127431.712023.03 | 82.71 | 69.5 | 61.09 | 12.34 | 20.29 | 26.35 | |
| CorrWiseInputs=RGB, GFLOPS=383.622023.03 | 82 | — | 66.7 | 17.2 | — | 25.9 | |
| FVSInputs=RGB+S+I, GFLOPS=768.962023.03 | 79.28 | 67.65 | 60.77 | 18.48 | 24.61 | 30.49 | |
| MCNETInputs=RGB, GFLOPS=204.262023.03 | 75.35 | 63.52 | 55.48 | 24.05 | 31.71 | 37.39 | |
| PredNetInputs=RGB, GFLOPS=25.442023.03 | 56.26 | 51.47 | 47.56 | 55.35 | 58.66 | 62.95 | |
| DVFInputs=RGB, GFLOPS=166.472023.03 | 53.93 | 46.99 | 42.62 | 32.47 | 37.43 | 41.59 |