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Referring Expression Segmentation on RefCOCOg UMD (test-u)

71.06mIoU

SAFARI

Updated 1mo ago

Evaluation Results

Method	Links
SAFARI 2024.07		71.06
PolyFormer 2024.07		69.88
SAFARI 2024.07		62.74
Learning to Label 2026.05		62.66
Baseline (w/ MLLM) 2026.05		61.51
Learning to Label 2026.05		61.11
Baseline (w/ MLLM) 2026.05		59.84
VLT 2024.07		56.65
Learning to Label 2026.05		56
SAFARI 2024.07		55.83
SeqTR 2024.07		55.64
Partial-RES 2024.07		54.81
SAFARI 2024.07		54.61
LTS 2024.07		54.25
Partial-RES 2024.07		54.02
Baseline (w/ MLLM) 2026.05		53.41
SAFARI 2024.07		52.94
Learning to Label 2026.05		52.8
Partial-RES 2024.07		52.68
Baseline (w/ MLLM) 2026.05		51.87
Baseline (w/o MLLM) 2026.05		50.81
SemiRES 2026.05		50.11
Baseline (w/o MLLM) 2026.05		48.24
RESMatch 2026.05		47.39
Fixmatch 2026.05		46.78
CCVC 2026.05		43.49
Supervised 2026.05		41.58
RESMatch 2026.05		41.42
Fixmatch 2026.05		40.98
CCVC 2026.05		39.23
AugSeg 2026.05		38.28
Supervised 2026.05		36.5
SemiRES 2026.05		36.18
Baseline (w/o MLLM) 2026.05		35.87
AugSeg 2026.05		35.31
Fixmatch 2026.05		33.58
RESMatch 2026.05		33.21
CCVC 2026.05		30.57
Supervised 2026.05		26.92
AugSeg 2026.05		24.71
Baseline (w/o MLLM) 2026.05		22.32
Fixmatch 2026.05		21.12
RESMatch 2026.05		20.91
Supervised 2026.05		17.14
CCVC 2026.05		11.7
AugSeg 2026.05		0.94