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Referring Segmentation on refCOCO+ (val)

80.1cIoU

TraceVision-7B

Updated 4d ago

Evaluation Results

Method	Links
TraceVision-7B 2026.02		80.1
HyperSeg-1.5B 2026.02		79
UFO (InternVL2.5-8B) 2026.01		76.7
Youtu-VL (4B) 2026.01		76.2
UniPixel (Qwne2.5-VL-3B) 2026.01		74.3
PSALM-3B 2026.02		72.9
GLaMM (Vicuna-7B) 2026.01		72.6
RVG (ViT-B) 2026.01		69.5
PixelLLM-7B 2026.02		69.2
VistaLLM (Vicuna-7B) 2026.01		69.1
READ 2024.12		68.4
SAM3 2026.01		67.3
PixelLM 2023.12		66.3
PixelLM-7B 2026.02		66.3
ReLA 2023.08		66
ReLA 2023.12		66
GRES 2024.08		66
ReLA 2024.12		66
LISA-7B 2023.08		65.1
LISA-7B 2024.12		65.1
LISA-7B 2026.02		65.1
SESAME 2024.12		64.9
VisionLLM v2 (Swin-T) 2026.01		64.5
FAST 2024.08		64.4
VPD (UNet) 2026.01		62.7
LISAaug 2023.12		62.5
LISA-7B 2023.08		62.4
LISA 2023.12		62.4
LISA-7B 2024.08		62.4
CRIS 2023.08		62.3
CRIS 2023.12		62.3
CRIS 2024.12		62.3
LAVT 2023.08		62.1
LAVT 2023.12		62.1
LAVT 2024.08		62.1
LAVT 2024.12		62.1
LLaVA w Seg Adapter 2024.08		57.5
VLT 2023.08		56.3
VLT 2023.12		56.3
VLT 2024.12		56.3
MCN 2023.08		50.6
MCN 2023.12		50.6
MCN 2024.12		50.6
RegionVLM-4B 2026.02		31.5