Human Motion Prediction on HumanEva-I (test) benchmark leaderboard · SOTA2 Research

Human Motion Prediction on HumanEva-I (test)

0.188ADEKHMP

Evaluation Results

Method	Links
KHMP2026.03		0.188	7.481	0.204	0.301	0.291
Baseline*2026.03		0.196	6.516	0.211	0.314	0.303
TransFusion2023.07		0.204	1.031	0.234	0.408	0.427
TransFusion2026.03		0.204	1.031	0.234	0.408	0.427
HumanMAC2023.07		0.209	—	0.223	0.342	0.335
HumanMAC2026.03		0.209	6.554	0.223	0.342	0.32
STARS2023.02		0.217	6.031	0.241	0.328	0.321
STARS2023.02		0.217	6.031	0.241	0.328	0.321
STARS2026.03		0.217	6.031	0.241	0.328	0.321
SOGM2026.03		0.217	6.761	0.217	0.337	0.322
DivSamp2023.07		0.22	6.109	0.234	0.342	0.316
DivSamp2026.03		0.22	6.109	0.234	0.342	0.316
MultiObj2023.07		0.228	5.786	0.236	—	—
ProTran2023.02		0.231	—	0.255	—	—
MotionDiff2023.07		0.232	5.931	0.236	0.352	0.32
MotionDiff2026.03		0.232	5.931	0.236	0.352	0.32
GSPS2021.08		0.233	5.825	0.244	0.343	0.331
GSPS2023.02		0.233	5.825	0.244	0.343	0.331
GSPS2023.07		0.233	5.825	0.244	0.343	0.331
GSPS2026.03		0.233	5.825	0.244	0.343	0.331
MOJO2023.02		0.234	4.181	0.244	0.369	0.347
MOJO2023.07		0.234	4.181	0.244	0.369	0.347
MOJO2026.03		0.234	4.181	0.26	0.344	0.339
DLow2020.03		0.251	4.855	0.268	0.362	0.339
DLow2021.08		0.251	4.855	0.268	0.362	0.339
DLow2023.02		0.251	4.855	0.268	0.362	0.339
DLow2023.07		0.251	4.855	0.268	0.362	0.339
DLow2026.03		0.251	4.855	0.268	0.362	0.339
Pose-Knows2020.03		0.269	2.308	0.296	0.384	0.375
Pose-Knows2021.08		0.269	2.308	0.296	0.384	0.375
Pose-Knows2023.02		0.269	2.308	0.296	0.384	0.375
Pose-Knows2023.07		0.269	2.308	0.296	0.384	0.375
Best-of-Many2020.03		0.271	2.846	0.279	0.373	0.351
BoM2021.08		0.271	2.846	0.279	0.373	0.351
BoM2023.02		0.271	2.846	0.279	0.373	0.351
BOM2023.07		0.271	2.846	0.279	0.373	0.351
BoM2026.03		0.271	2.846	0.279	0.373	0.351
DSF2020.03		0.273	4.538	0.29	0.364	0.34
DSF2021.08		0.273	4.538	0.29	0.364	0.34
DSF2023.02		0.273	4.538	0.29	0.364	0.34
DSF2023.07		0.273	4.538	0.29	0.364	0.34
DSF2026.03		0.273	4.538	0.29	0.364	0.34
GMVAE2020.03		0.305	2.443	0.345	0.408	0.41
GMVAE2021.08		0.305	2.443	0.345	0.408	0.41
GMVAE2023.02		0.305	2.443	0.345	0.408	0.41
DeLiGAN2020.03		0.306	2.177	0.322	0.385	0.371
DeLIGAN2021.08		0.306	2.177	0.322	0.385	0.371
DeLIGAN2023.02		0.306	2.177	0.322	0.385	0.371
DeLIGAN2023.07		0.306	2.177	0.322	0.385	0.371
DeLiGAN2026.03		0.306	2.177	0.322	0.385	0.371
MT-VAE2020.03		0.345	0.021	0.403	0.518	0.577
MT-VAE2021.08		0.345	0.021	0.403	0.518	0.577
MT-VAE2023.02		0.345	0.021	0.403	0.518	0.577
MT-VAE2023.07		0.345	0.021	0.403	0.518	0.577
ERD2020.03		0.382	0	0.461	0.521	0.595
ERD2021.08		0.382	0	0.461	0.521	0.595
ERD2026.03		0.382	0	0.461	0.521	0.595
acLSTM2020.03		0.429	0	0.541	0.53	0.608
acLSTM2021.08		0.429	0	0.541	0.53	0.608
HP-GAN2020.03		0.772	1.139	0.749	0.776	0.769
HP-GAN2021.08		0.772	1.139	0.749	0.776	0.769
HP-GAN2023.02		0.772	1.139	0.749	0.776	0.769
HP-GAN2023.07		0.772	1.139	0.749	0.776	0.769