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Motion-to-text retrieval on KIT-ML (test)

60.23R@1

Ours(3-modal)

Updated 4d ago

Evaluation Results

Method
Ours(3-modal) 2024.03	60.23	77.52	86.44	93.22	95.87	1.2
Ours(2-modal) 2024.03	58.58	75.05	81.84	89.68	93.86	1.23
PST 2026.01	57.14	74.53	80.76	90.15	97.58	1.26
MotionPatch 2026.01	54.54	72.15	79.68	89.35	96.11	1.31
TMR 2026.01	51.21	69.53	78.64	89	95.31	1.5
TMR 2024.03	50.12	67.12	76.88	88.88	94.75	1.53
Ours(3-modal) 2024.03	48	60	66	76	82	2
Ours(2-modal) 2024.03	43	59	67	73	83	2
TEMOS 2024.03	41.88	55.88	65.62	75.25	85.75	2.25
TEMOS 2026.01	41.88	55.88	65.62	75.25	85.75	2.25
Guo et al. 2024.03	39.75	62.75	73.62	86.88	95.88	1.95
T2M 2026.01	39.75	62.75	73.62	86.88	95.88	1.95
MotionCLIP 2024.03	39.55	52.07	68.13	77.94	90.85	2.16
TMR 2024.03	34	45	60	69	82	3.5
TEMOS 2024.03	33	39	45	49	64	6.5
MotionCLIP 2024.03	28	36	43	48	65	7
Ours(3-modal) 2024.03	25.98	31.25	38.28	45.7	63.09	6.5
Guo et al. 2024.03	24	29	36	46	66	7
Ours(2-modal) 2024.03	21.68	27.93	34.18	42.77	57.42	8
TMR 2024.03	19.64	23.73	32.53	41.2	53.01	9.5
TEMOS 2024.03	17.71	22.41	28.8	35.42	47.11	13.25
PST 2026.01	16.76	20.97	32.15	37.54	50.17	8
Motion Patches 2024.05	16.51	-	-	35.78	47.47	11
Ours(3-modal) 2024.03	15.43	20.12	26.95	34.57	53.32	10
Lyu et al. 2026.01	15.01	19.47	30.06	35.63	47.53	10.5
Motion Patches 2024.05	13.61	-	-	33.33	44.77	13
MotionPatch 2026.01	13.61	17.26	27.54	33.33	44.77	13
MotionCLIP 2024.03	13.24	22.11	29.53	38.06	50.23	10
TMR 2024.05	11.83	-	-	29.39	38.55	16
TMR 2026.01	11.83	13.74	22.14	29.39	38.55	16
Ours(2-modal) 2024.03	11.72	17.19	23.63	32.81	48.83	12
TEMOS 2024.03	11.69	15.3	20.12	26.63	36.39	26.5
TEMOS 2024.05	11.69	-	-	26.63	36.39	26.5
TEMOS 2026.01	11.69	15.3	20.12	26.63	36.39	26.5
TMR 2024.03	11.2	13.86	20.12	28.07	38.55	18
Guo et al. 2024.03	10.48	13.98	20.48	27.95	38.55	17.25
Motion Patches 2024.05	7.9	-	-	17.71	25.88	31
MotionCLIP 2024.03	6.55	11.28	17.12	25.48	34.97	23
Guo et al. 2024.03	4.94	6.51	10.72	16.14	25.3	28.5
T2M 2024.05	4.94	-	-	16.14	25.3	28.5
T2M 2026.01	4.94	6.51	10.72	16.14	25.3	28.5