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Reasoning Segmentation on ReasonSeg

79.3gIoU

Vision Banana

Updated 17d ago

Evaluation Results

Method	Links
Vision Banana 2026.07		79.3	-
SenseNova-Vision 2026.07		63.2	-
InstructSeg 2026.03		61.9	65.2
VIRST 2026.03		60.8	65
HyperSeg-3B 2024.11		59.2	56.7
HyperSeg 2026.03		59.2	56.7
LISA 2024.07		52.9	54
LISA-7B 2024.11		52.9	54
LISA-7B 2026.03		52.9	54
VISA 2024.07		52.7	57.8
VISA-7B 2024.11		52.7	57.8
VISA-7B 2026.03		52.7	57.8
VRS-HQ-7B 2026.03		51.7	52.9
READ-7B + ROSE 2026.04		50.3	54.9
READ-7B 2026.04		49.7	54.2
LaSagnA-7B 2024.11		48.8	47.2
FAST 2024.08		48.7	47.6
LISA 2024.07		48.1	53.7
SAM4MLLM-7B 2024.11		46.7	48.1
LISA-7B 2024.08		46	44.4
LISA-7B 2026.04		42.5	44.2
LISA-7B + ROSE 2026.04		42.2	44.1
LLaVA w Seg Adapter 2024.08		41	43
SESAME-7B + ROSE 2026.04		33.7	31.6
SEEM 2026.04		33.2	25.4
SESAME-7B 2026.04		30.9	28.7
SEEM 2024.07		25.5	21.2
X-Decoder 2024.07		22.6	17.9
SEEM 2024.08		21.2	25.5
Grounded-SAM 2026.04		20.6	15.6
GRES 2026.04		20.3	17.7
GRES 2024.08		19.9	22.4
OVSeg 2024.08		18.6	28.5
CRIS 2026.04		18.2	19.7
X-Decoder 2024.08		17.9	22.6