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Reasoning Segmentation on DRSeg

62.8Attribute Reasoning gIoU

PixDLM

Updated 1mo ago

Evaluation Results

Method	Links
PixDLM 2026.04		62.8	62.84	61.75	64.03	62.51	62.8
LISA-7B-v1 2026.04		59.22	59.66	54.45	53.25	57.33	58.02
PixelLM-7B 2026.04		58.39	57.35	55.19	54.29	55.38	54.47
LISA-13B-llama2-v1 2026.04		52.65	48.12	47.08	42.41	42.85	37.94
Seg-Zero-7B 2026.04		49.32	50.58	25.99	29.56	31.12	36.25
LISA-7B-v1 2026.04		49.21	45.15	45.55	41.59	42	37.5
LISA-7B-v1-explanatory 2026.04		48.4	43.77	42.79	37.86	38.69	34.97
PixelLM-13B 2026.04		48.39	47.26	45.06	48.9	41.98	39.31
PixelLM-7B 2026.04		46.87	49.55	43.07	45.49	41.28	40.94
LISAt-7B 2026.04		43.8	46.36	42.13	44.2	39.91	37.45
GeoPix-7B 2026.04		42.96	46.51	36.84	41.67	36.79	39.73
SegEarth-R1 2026.04		20.58	11.18	26.33	16.11	25.83	14.87