Region-level Visual Grounding on DVGBench 1.0 (test) benchmark leaderboard · SOTA2 Research

Region-level Visual Grounding on DVGBench 1.0 (test)

57.14SecurityDroneVG-R1 7B

Evaluation Results

Method	Links
DroneVG-R1 7B2026.01		57.14	52.08	45.05	43.4	70.66	43.95	52.05
Qwen2.5-VL 7B2026.01		54.76	48.61	45.05	41.51	66.53	45.22	50.28
DroneVG-R1 3B2026.01		50	42.36	41.76	30.19	57.85	40.13	43.71
Qwen2.5-VL 3B2026.01		45.24	20.14	41.76	47.17	45.45	40.13	39.98
Qwen2.5-VL 3B2026.01		45.24	25.69	29.67	22.64	51.24	35.03	34.92
InternVL3.5 4B2026.01		42.86	14.58	14.29	16.98	17.36	18.47	20.76
Qwen2.5-VL 7B2026.01		35.71	41.32	34.07	47.17	63.64	40.76	43.78
LQVG2026.01		33.33	23.61	16.48	15.09	43.39	19.75	25.28
InternVL3.5 8B2026.01		33.33	28.47	27.47	26.42	31.4	25.48	28.76
DeepSeek-VL2-Tiny2026.01		21.43	8.33	16.48	15.09	31.82	24.2	19.56
GeoGround2026.01		19.05	18.06	29.67	20.75	33.88	11.46	22.15
GeoChat2026.01		11.91	2.43	8.79	9.43	4.55	3.82	6.82
MGVLF2026.01		7.14	0	13.19	5.66	4.96	3.18	5.69
MGVLF2026.01		4.76	0.35	5.49	0	20.66	1.91	5.53
LQVG2026.01		2.38	13.54	9.89	1.89	6.2	8.28	7.03
LHRS-Bot2026.01		0	1.04	2.2	0	2.07	5.1	1.73