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Models/DMVFN

DMVFN

Reported on 16 benchmarks across 2 tasks · 1 paper · 15 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision8 results

VideoonCityscapes
LPIPS· 2023-03-17
0.0558
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
VideoonCityscapes
MS-SSIM· 2023-03-17
0.9573
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
VideoonDAVIS 2017
LPIPS· 2023-03-17
0.0996
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
VideoonDAVIS 2017
MS-SSIM· 2023-03-17
0.8397
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
VideoonVimeo90K
MS-SSIM· 2023-03-17
0.9701
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
VideoonKITTI
LPIPS· 2023-03-17
0.1074
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
VideoonKITTI
MS-SSIM· 2023-03-17
0.8853
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
VideoonVimeo90K
LPIPS· 2023-03-17
0.0369
best: 0.01 (CDFI)
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875

Time Series8 results

Video PredictiononCityscapes
LPIPS· 2023-03-17
0.0558
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
Video PredictiononCityscapes
MS-SSIM· 2023-03-17
0.9573
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
Video PredictiononDAVIS 2017
LPIPS· 2023-03-17
0.0996
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
Video PredictiononDAVIS 2017
MS-SSIM· 2023-03-17
0.8397
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
Video PredictiononVimeo90K
LPIPS· 2023-03-17
0.0369
best: 0.0359 (OPT)
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
Video PredictiononVimeo90K
MS-SSIM· 2023-03-17
0.9701
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
Video PredictiononKITTI
LPIPS· 2023-03-17
0.1074
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875
Video PredictiononKITTI
MS-SSIM· 2023-03-17
0.8853
SOTA
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction arXiv:2303.09875