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

0.43Ball Error

USFlow(pwc)

Updated 1mo ago

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-FlowNet 2023.07		0.5	3.541	0.666	0.86	0.932	4.886	0.878	0.967	2.624	1.762
PWC-Net (variant)+conv 2023.07		0.511	1.585	0.959	0.187	0.245	1.874	0.077	0.833	2.114	0.932
RAFT+conv 2023.07		0.535	1.874	1.225	0.737	0.447	2.482	0.299	0.957	2.424	1.22
EV-FlowNet 2023.07		0.567	3.03	1.066	1.026	0.939	4.558	0.824	1.306	2.625	1.771
RAFT 2023.07		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
SCFlow 2023.07		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