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Motion-Grounded Video Reasoning on GroundMoRe (test)

31.96Overall J&F Score

VideoSEG-O3-4B

Updated 1mo ago

Evaluation Results

Method
VideoSEG-O3-4B 2026.06	31.96	30.19	33.73	34.68	32.88	36.47	29.71	28.14	31.28	25.06	23.51	26.6	37.39	35.21	39.56
VideoSEG-O3-2B 2026.06	29.06	27.39	30.72	30.93	29.21	32.65	26.97	25.42	28.52	22.04	20.62	23.46	35.49	33.54	37.44
MORA 2026.06	23.13	22.79	23.46	21.62	21.46	21.79	22.43	22.03	22.83	26.37	25.87	26.88	22.63	22.3	22.97
SeViLA+SgMg 2026.06	22.34	20.92	23.75	21.6	20.17	23.02	21.68	20.47	22.89	20.46	19.32	21.61	24.53	22.83	26.22
SeViLA+HTR 2026.06	21.75	19.85	23.64	22.28	20.42	24.15	20.37	18.6	22.14	19.7	18.03	21.36	24.41	22.11	26.71
SeViLA+ReferFormer 2026.06	20.37	18.99	21.75	21.29	19.86	22.72	18.27	17.06	19.48	17.56	16.37	18.75	24.01	22.35	25.66
SgMg 2026.06	17.49	15.81	19.16	18.94	17.04	20.85	15.46	13.97	16.96	16.35	15.24	17.45	18.77	16.69	20.86
ViLA+SgMg 2026.06	17.07	15.25	18.89	17.34	15.43	19.26	16.3	14.57	18.04	15.31	13.96	16.67	19.18	16.96	21.4
VideoChat2+SgMg 2026.06	16.65	14.83	18.48	16.64	14.75	18.54	14.7	13.02	16.38	15.22	13.87	16.58	20.01	17.68	22.34
ViLA+ReferFormer 2026.06	16.37	14.84	17.89	15.92	14.33	17.52	16.3	14.94	17.67	13.63	12.35	14.91	19.61	17.78	21.45
ViLA+HTR 2026.06	15.72	13.9	17.53	16.46	14.6	18.31	15.11	13.39	16.83	12.61	11.22	13.99	18.37	16.1	20.63
VideoChat2+ReferFormer 2026.06	15.38	13.84	16.93	14.74	13.1	16.37	13.95	12.69	15.21	13.12	11.8	14.43	19.82	17.89	21.74
VideoChat2+HTR 2026.06	15.08	13.25	16.9	15.91	14	17.81	13.91	12.33	15.5	11.97	10.56	13.37	18.17	15.82	20.52
HTR 2026.06	14.48	12.71	16.24	15.66	13.82	17.51	12.46	10.78	14.14	13.51	12.16	14.86	15.94	13.8	18.08
LMPM 2026.06	13.34	12.71	13.97	13.71	13.13	14.3	11.3	10.6	12.01	13.16	12.64	13.68	14.33	13.6	15.05
ReferFormer 2026.06	12.72	11.15	14.29	12.67	10.95	14.38	10.73	9.35	12.1	12.36	11.12	13.61	15.15	13.26	17.04
PG-Video-LLaVA+SAM2 2026.06	11.85	11.15	12.55	13.35	12.84	13.85	3.85	2.49	5.22	15.52	15.16	15.89	12.11	11.37	12.85
PG-Video-LLaVA 2026.06	11.17	11.47	10.89	10.57	10.82	10.33	10.93	11.15	10.71	10.36	10.37	10.34	12.51	13.04	11.99
Title+ReferFormer 2026.06	10.13	9.73	10.53	10.5	9.91	11.08	9.06	8.56	9.57	9.42	9.07	9.78	11.38	11.21	11.55
PixelLM-7B 2026.06	9.96	9.93	9.99	9.52	9.39	9.65	9.21	9.15	9.27	9.82	9.76	9.87	10.94	11.02	10.85
LISA-7B 2026.06	6.11	4.89	7.32	5.53	4.38	6.69	5.19	4.07	6.32	5.88	4.77	6.98	7.56	6.11	9
VISA 2026.06	5.31	4.72	5.9	6.07	5.5	6.64	4.48	3.8	5.15	5.1	4.34	5.86	5.39	5.02	5.77