Optical Flow Estimation on PHM delta_t=10 1.0 (test) benchmark leaderboard · SOTA2 Research

Optical Flow Estimation on PHM delta_t=10 1.0 (test)

0.43Ball ErrorUSFlow(pwc)

Evaluation Results

Method	Links
USFlow(pwc)2023.07		0.43	1.556	0.787	0.21	0.226	1.615	0.105	0.646	2.111	0.854
USFlow(raft)2023.07		0.483	1.228	1.294	0.283	0.345	1.634	0.154	0.764	2.192	0.931
Spike-FlowNet2023.07		0.5	3.541	0.666	0.86	0.932	4.886	0.878	0.967	2.624	1.762
PWC-Net (variant)+conv2023.07		0.511	1.585	0.959	0.187	0.245	1.874	0.077	0.833	2.114	0.932
RAFT+conv2023.07		0.535	1.874	1.225	0.737	0.447	2.482	0.299	0.957	2.424	1.22
EV-FlowNet2023.07		0.567	3.03	1.066	1.026	0.939	4.558	0.824	1.306	2.625	1.771
RAFT2023.07		0.577	1.557	1.135	0.296	0.327	1.769	0.141	0.681	2.198	0.965
PWC-Net(variant)2023.07		0.597	2.185	1.288	0.606	0.464	2.551	0.37	1.269	2.602	1.326
USFlow(pwc, Census)2023.07		0.64	3.549	0.675	0.815	1.018	4.942	0.782	0.756	2.655	1.759
PWC-Net(variant)2023.07		0.642	3.239	1.258	0.579	0.844	4.799	0.587	1.468	2.632	1.783
SCFlow2023.07		0.671	1.651	1.19	0.266	0.298	1.692	0.12	1.03	2.166	1.009
USFlow(pwc, SSIM)2023.07		0.703	3.546	0.705	0.838	0.98	5	0.762	0.819	2.644	1.777
USFlow(pwc)2023.07		0.705	2.17	1.416	0.555	0.61	2.219	0.438	1.159	2.488	1.307