Open-Ended Visual Question Answering on Delta-SECOND benchmark leaderboard · SOTA2 Research

Open-Ended Visual Question Answering on Delta-SECOND

32.74H-CQS METEORDelta-LLaVA

Evaluation Results

Method	Links
Delta-LLaVA2026.04		32.74	41.45	27.77	45	30.31	42.8	31.93	54.01	29.49	40.25	29.91	37.16
LISA2026.04		28.64	32.13	23.77	35.92	26.58	41.88	29.96	43.43	25.29	33.84	25.53	33.58
LISAT2026.04		27.71	37.07	23.88	40.21	26.35	40.71	29.59	45.99	25.27	33.73	25.15	31.67
OMG-LLaVA2026.04		26.8	37.06	22.86	34.73	23.87	41.26	28.45	44.73	26.55	32.98	23.89	30.97
PSALM2026.04		24.32	28.45	21.43	32.59	22.73	38.63	26.18	42.85	23.6	31.52	21.36	29.41
GPT-4.12026.04		16.4	28.02	15.77	30.26	14.21	28.77	17.22	32.3	16.8	27.61	15.13	25.38
Gemini 2.5 Flash2026.04		16.18	27.21	13.89	29.64	14.6	27.51	17.15	30.45	15.35	30.74	15.67	26.19
GPT-4o2026.04		15.79	26.98	18.25	28.03	14.89	26.08	15.83	31.15	18.57	29.11	15.14	24.23
Qwen3-VL 8B2026.04		15.47	24.11	15.7	24.38	14.76	23.1	15.6	22.92	16.57	21.17	15.24	21.78
EVOL-SAM32026.04		14.51	20.63	13.44	20.42	15.59	20.22	14.56	20.59	14.88	20.18	14.55	20.17
Qwen2.5-VL 7B2026.04		13.26	22.4	16.58	20.03	11.81	22.85	13.52	20.36	16.61	20.04	11.87	20.07
InternVL3 8B2026.04		11.21	24.35	12.83	24.82	14.69	22.51	15.42	24.65	14.5	23.19	14.75	21.97
InternVL2.5 8B2026.04		10.44	22.06	10.57	23.19	13.26	21.74	12.21	24.21	15.49	22.01	13.28	20.89