Action Quality Assessment on MM-JDM

93.81SRCC (01)DualAlign

Evaluation Results

Method
DualAlign2026.07	93.81	92.38	81.03	90.44	87.87	82.8	85.29	78.15	90.17	70.56	72.77	100	85.44	1.333	1.25	3.594	2.976	3.353	5.128	1.316	1.201	3.216	4.464	0.521	0	2.363	91.67	95	72.5	88.1	87.93	64.1	97.37	94.74	86.84	76.19	94.44	100	87.41
T2CR2026.07	75.91	51.46	64.16	50.71	72.57	75.16	48.22	50.3	84.19	77.48	61.53	37.77	62.46	5.567	0.533	7.727	4.102	2.239	3.378	4.08	2.858	3.231	2.442	1.628	0.635	3.202	37.84	97.56	53.66	92.86	75.86	82.5	94.87	84.21	74.36	79.07	86.49	97.5	79.73
DAE2026.07	74.19	51.46	73.11	48.04	72.69	80.76	50.89	53.05	83.17	82.16	64.04	37.77	64.28	6.1	0.804	6.066	4.267	2.693	1.989	3.328	3.277	3.949	2.098	1.425	0.433	3.036	40.54	97.56	46.34	92.86	77.59	90	89.74	78.95	69.23	79.07	83.78	97.5	78.6
HGCN2026.07	71.01	51.46	65.39	50.71	70.95	79.75	51.8	55.18	79.99	76.15	63.47	37.77	62.8	6.911	0.82	7.088	4.512	2.305	2.378	2.881	2.39	3.906	3.041	1.809	1.202	3.27	40.54	97.56	58.54	92.86	81.03	87.5	94.87	89.47	74.36	81.4	86.49	95	81.64
CoFInAl2026.07	70.12	48.75	67.97	42.63	59.79	79.56	52.77	44.56	80.46	69.33	63.97	37.77	59.81	6.801	1.178	6.321	3.301	2.905	2.078	3.271	3.145	4.651	3.386	1.018	0.492	3.212	48.65	92.68	51.22	95.24	17.24	85	92.31	89.47	74.36	79.07	89.19	97.5	75.99
CoRe2026.07	68.14	51.46	74.67	48.1	71.19	74.49	55.11	55.66	76.06	82.26	59.2	37.77	62.84	7.216	1.293	5.772	5.729	2.05	2.99	3.116	2.055	4.83	2.209	1.301	0.248	3.234	35.14	95.12	56.1	92.86	79.31	85	94.87	89.47	69.23	83.72	89.19	97.5	80.63
GDLT2026.07	68.07	47.4	75.73	42.5	65.4	72.55	48.03	58.57	72.32	66.13	53.66	36.8	58.93	7.943	1.602	4.953	4.6	1.955	3.206	5.55	2.038	4.904	3.32	2.055	1.223	3.612	40.54	92.68	60.98	92.86	79.31	75	87.18	92.11	65.4	67.44	83.78	95	77.69
PAMFN2026.07	64.64	49.98	56.76	49.8	68.72	60.16	37.73	32.59	30.84	67.62	39.95	50.41	50.77	8.779	6.597	12.241	1.547	4.742	6.124	3.766	9.437	10.936	4.331	6.565	3.026	6.508	33.33	85	45	92.86	71.93	58.97	92.11	70.27	52.63	66.67	88.89	92.31	70.83
PHI2026.07	63.78	39.14	28.42	18.45	61.39	76.07	21.07	46.05	65.41	32.1	66.07	28.76	40.11	9.816	4.103	20.357	7.934	3.652	3.806	8.531	15.445	7.781	8.312	5.654	4.018	8.284	35.14	90.24	40	90.48	74.14	82.5	87.18	59.45	43.59	30.23	54.76	95	65.23
MVLA2026.07	62.86	51.46	63.62	50.91	67.56	66.81	56.36	52.27	79.72	80.72	53.48	37.77	60.3	8.286	1.098	8.189	4.017	2.919	4.212	5.67	2.956	4.647	2.763	3.883	1.538	4.182	37.84	97.56	56.1	92.86	74.14	70	89.74	84.21	66.67	83.72	83.78	95	77.64
MLAVL2026.07	62.25	65.19	45.51	33.74	60.52	68.37	30.68	31.33	58.05	77.77	43.93	43.78	51.76	6.753	2.724	11.655	2.559	5.949	6.29	6.087	12.668	7.94	3.208	5.083	2.972	6.157	36.11	90	17.5	76.19	63.16	48.72	68.42	35.14	26.32	54.76	77.78	41.03	52.93
RICA22026.07	45.45	40.37	53.68	39.27	34.21	31.96	41.98	42.43	45.96	39.4	45.9	33.7	45.81	11.523	3.655	10.872	6.722	6.814	7.728	7.496	5.183	9.46	4.815	5.92	3.172	6.947	24.32	90.24	48.78	90.48	72.41	67.5	87.18	86.84	48.72	60.47	83.78	95	71.31