Video Prediction on KTH (PSNR, SSIM, LPIPS) benchmark leaderboard · SOTA2 Research

Video Prediction on KTH (PSNR, SSIM, LPIPS)

30.02PSNRTrajGRU

Evaluation Results

Method	Links
TrajGRU2022.03		30.02	0.958	0.039	—
ConvLSTM2022.03		29.93	0.957	0.048	—
SRVP2020.02		29.69	0.8697	0.0736	—
SRVP2021.08		29.69	0.8697	0.0736	—
PredRNN++2022.03		29.51	0.941	0.068	—
SRVP2020.02		29.43	0.8633	0.079	—
SLAMP2021.08		29.39	0.8646	0.0795	—
SLAMP-Baseline2021.08		29.2	0.8633	0.0951	—
SRVP2020.02		29.14	0.859	0.079	—
MSPred (ours)2022.03		28.93	0.93	0.032	—
SRVP2020.02		28.91	0.8527	0.0799	—
MSPred NoSup2022.03		28.65	0.929	0.034	—
SV2P2020.02		28.19	0.8141	0.2049	—
SV2P2021.08		28.19	0.8141	0.2049	—
PredRNN++2023.12		28.13	0.9124	0.1987	370.4
SVG2020.02		28.06	0.8438	0.0923	—
SVG2021.08		28.06	0.8438	0.0923	—
PhyDNet2022.03		28.01	0.913	0.125	—
PredRNN.V22023.12		28.01	0.9099	0.2148	368.8
PredRNN2023.12		27.95	0.9097	0.2189	380.6
MIM2023.12		27.78	0.9025	0.1881	380.8
SVG-LP2022.03		27.6	0.932	0.063	—
SimVP (w/o VQ)2023.12		27.46	0.9065	0.265	397.1
SimVP+SVQ2023.12		27.37	0.9116	0.2066	360.2
SimVP+SVQ2023.12		27.28	0.9109	0.2099	364.6
TAU2023.12		27.1	0.9086	0.2286	421.7
ConvLSTM2023.12		26.99	0.8977	0.2669	445.5
MAU2023.12		26.73	0.8945	0.2544	471.2
DMVFN2023.12		26.65	0.8976	0.1284	413.2
SVG-Det2022.03		26.64	0.927	0.068	—
SAVP2020.02		26.51	0.7564	0.112	—
SAVP2021.08		26.51	0.7564	0.112	—
PhyDNet2023.12		23.41	0.8322	0.5016	765.6
PredNet2023.12		22.45	0.8094	0.3216	783.1
E3D-LSTM2023.12		21.78	0.8153	0.4836	892.7