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Reasoning Segmentation on ReasonSeg long (test)

0.733cIoU

EVOL-SAM3

Updated 4d ago

Evaluation Results

Method	Links
EVOL-SAM3 2025.12		0.733	0.743
SAM 3 Agent 2025.12		0.663	0.71
RSVP 2025.12		0.656	0.602
LISA 2025.12		0.653	0.632
RSVP 2025.12		0.625	0.619
EVOL-SAM3 2025.12		0.625	0.671
RSVP 2025.12		0.625	0.619
SAM 3 Agent 2025.12		0.613	0.672
READ 2025.12		0.61	0.604
RSAgent 2025.12		0.601	0.684
LISA 2025.12		0.597	0.579
LISA 2025.12		0.597	0.579
SAM3-Agent 2025.12		0.578	0.637
HRSeg 2025.12		0.572	0.57
RSAgent-single 2025.12		0.563	0.621
SAM 3 Agent 2025.12		0.562	0.641
LISA 2025.12		0.543	0.54
LISA 2025.12		0.538	0.54
RSVP 2025.12		0.53	0.584
RSVP 2025.12		0.53	0.571
RSVP 2025.12		0.53	0.584
Ref-Diff 2025.12		0.51	-
LISA 2025.12		0.51	0.494
LISA 2025.12		0.509	0.547
HRSeg 2025.12		0.505	0.516
Ref-Diff 2025.12		0.491	-
LLM-Seg 2025.12		0.491	0.498
LISA 2025.12		0.489	0.492
LISA 2025.12		0.489	0.492
LISA 2025.12		0.465	0.464
X-SAM 2025.12		0.408	0.56
X-SAM 2025.12		0.408	0.56
LISA 2025.12		0.347	0.366
OVSeg 2025.12		0.225	0.287
OVSeg 2025.12		0.225	0.287
SEEM 2025.12		0.208	0.256
SEEM 2025.12		0.208	0.256
Grounded SAM 2025.12		0.186	0.224
Grounded-SAM 2025.12		0.186	0.224
Gemini Seg 2025.12		0.095	0.35