Visual Spatial Interaction on VSI benchmark leaderboard · SOTA2 Research

Visual Spatial Interaction on VSI

60.15Average PerformanceTRACE

Evaluation Results

Method	Links
TRACE2026.03		60.15	47.55	38.82	73.9	45.62	63.85	61.7	58.01	72.97
CM2026.03		59.72	46.7	41.43	72.49	50.14	63.69	58.62	55.5	72.61
LtM2026.03		59.52	45.19	40.72	73.36	44.15	65.82	60.4	53.59	73.64
ToT2026.03		58.88	44.55	42.12	72.2	45.55	65.35	57.83	55.62	73.73
TRACE2026.03		54.08	43.4	29.93	72.48	54.03	57.32	49.83	56.1	70.02
CM2026.03		53.93	34.18	33.35	70.19	52.05	59.3	51.1	62.99	71.26
CoT2026.03		53.65	30.35	34.54	64.05	40.76	61.78	58.09	61.34	71.96
Direct2026.03		52.61	33.77	32.57	67.09	42.99	62.54	50.52	51.03	70.71
LtM2026.03		52.5	35.68	26.98	70.05	47.05	59.15	50.97	57.96	71.22
CoT2026.03		52.36	34.11	28.37	69.81	50.31	59.72	48.89	57.06	70.96
ToT2026.03		52.09	40.07	24.26	69.55	48.68	59.15	50.23	55.35	69.36
Direct2026.03		51.15	33.26	31.95	69.37	52.57	58.87	44.11	42.78	69.42
TRACE2026.03		45.01	40.41	32.84	65.11	36.74	45.77	38.53	36.6	50.68
TRACE2026.03		41.42	33.27	31.51	58.67	41.56	39.44	35.33	28.87	51.29
LtM2026.03		41.35	32.32	33.14	51.26	22.26	49.3	36.47	39.18	58
ToT2026.03		40.66	34.45	32.17	47.29	27.81	45.63	39.77	32.47	51.88
Direct2026.03		39.79	36.02	29.84	52.38	42.95	40.14	33.78	31.44	47.41
TRACE2026.03		39.38	22.05	28.03	59.98	38.99	40.85	37.4	31.96	42.56
ToT2026.03		39.14	29.45	30.44	54.26	40.14	41.41	32.02	32.47	46.6
CM2026.03		38.93	37.77	31.91	36.61	30.07	45.21	37.4	33.51	54.05
CoT2026.03		38.48	33.42	31.07	39.88	25.52	45.49	39.26	35.57	50.19
LtM2026.03		38.34	35.09	24.47	48.22	44.48	43.1	30.79	35.05	49.5
ToT2026.03		38.06	17.89	26.2	53.15	47.01	41.55	36.78	35.05	44.01
LtM2026.03		38.01	23.27	31.39	54.49	38.68	42.96	34.71	29.9	36.73
CoT2026.03		37.49	34.27	23.5	48.52	43.23	38.73	32.75	27.84	49.23
Direct2026.03		37.33	34.87	32.74	28.13	29.72	47.32	39.05	35.57	49.92
CM2026.03		36.85	27.43	23.14	50.14	39.06	41.41	32.54	27.84	46.76
Direct2026.03		36.28	33.36	20.53	49.31	41.49	43.38	27.79	32.47	44.01
CM2026.03		35.47	21.58	15.67	52.65	37.26	39.44	36.05	34.54	42.39
CoT2026.03		29.78	21.27	24.95	16.31	40.94	39.44	33.16	28.87	43.53