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ResearchFormerly WizWand

Motion In-betweening on 350k dataset

27,000FPSCond. Inbtwn.

Evaluation results

Method	Links
Cond. Inbtwn.2026.04		27,000	2.4	0.1093	1.594	0.8	1.83	0	0	16.88	12.65	0.018	0.034	51.8	0.094	0.078	0.05	0.051	87.7
Two-stage2026.04		24,600	2.6	0.1094	1.643	5	2.18	0	0	38.39	33.72	0.038	0.037	43.7	0.293	0.102	0.215	0.061	85.7
Delta-interp.2026.04		18,800	3.4	0.1107	1.774	1.3	1.92	0	0	24.92	20.15	0.028	0.032	50.6	0.288	0.13	0.152	0.066	81.9
MotionBricks2026.04		15,000	2	0.1056	1.054	86.5	4.06	3.75	20.67	3.38	1.82	0.003	0.008	92.6	0.052	0.076	0.001	0.023	99.6
Closd-DiP2026.04		14,500	4.4	0.1081	1.338	—	—	1.51	10.86	17.56	15.54	0.017	0.012	47.4	0.069	0.122	0.04	0.082	78.2
Closd-DiP2026.04		10,500	6.1	0.108	1.319	—	—	1.4	10.08	20.85	18.6	0.023	0.013	47.7	0.126	0.181	0.08	0.117	52
Closd-DiP2026.04		4,200	15.3	0.1076	1.292	15.1	2.9	1.84	13.4	14.03	11.94	0.015	0.01	52.7	0.071	0.129	0.042	0.091	75.7
MMM2026.04		3,600	18.1	0.1176	1.544	19.9	3.19	4.38	26.51	5.4	3.11	0.005	0.011	86.5	0.311	0.377	0.006	0.071	34.8
Closd-DiP2026.04		2,800	23	0.1084	1.288	—	—	1.7	12.45	18.33	15.98	0.022	0.012	50.5	0.139	0.163	0.089	0.113	54.9
MMM2026.04		2,700	24.5	0.1225	1.562	—	—	3.21	20.97	5.36	3.1	0.004	0.011	86.8	0.3	0.365	0.006	0.071	36.8
CondMDI2026.04		1,930	33.2	0.108	1.213	15.6	3.13	2.03	16.42	16.19	14.62	0.012	0.009	62.7	0.045	0.143	0.022	0.118	61.3
MMM2026.04		1,400	46.2	0.1234	1.564	—	—	2.96	19.62	5.35	3.09	0.004	0.011	86.8	0.3	0.364	0.005	0.07	36.6
CondMDI2026.04		1,050	60.5	0.1082	1.201	—	—	2.05	16.72	17.03	15.39	0.012	0.009	63.2	0.049	0.121	0.024	0.097	65.9