HyperAI

Referring Expression Segmentation On Refcoco 3

Metriken

Overall IoU

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Vergleichstabelle
ModellnameOverall IoU
vlt-vision-language-transformer-and-query63.53
referring-image-segmentation-via-cross-modal-149.56
universal-segmentation-at-arbitrary72.70
mask-grounding-for-referring-image66.16
bi-directional-relationship-inferring-network48.57
safari-adaptive-sequence-transformer-for70.78
general-object-foundation-model-for-images69.6
cross-modal-self-attention-network-for43.76
lavt-language-aware-vision-transformer-for62.14
maskris-semantic-distortion-aware-data70.26
cris-clip-driven-referring-image-segmentation62.27
universal-instance-perception-as-object72.47
vision-language-transformer-and-query55.50
universal-segmentation-at-arbitrary73.18
polyformer-referring-image-segmentation-as69.33
gres-generalized-referring-expression-166.04
hyperseg-towards-universal-visual79.0
groundhog-grounding-large-language-models-to70.5
densely-connected-parameter-efficient-tuning75.2
mail-a-unified-mask-image-language-trimodal62.23
maskris-semantic-distortion-aware-data67.54
see-through-text-grouping-for-referring-image48.18
comprehensive-multi-modal-interactions-for52.75
polyformer-referring-image-segmentation-as67.64
multi-task-visual-grounding-with-coarse-to74.68
evf-sam-early-vision-language-fusion-for-text75.2
multi-label-cluster-discrimination-for-visual79.4
refvos-a-closer-look-at-referring-expressions44.71
improving-referring-image-segmentation-using-
hierarchical-open-vocabulary-universal-image-173.9
mattnet-modular-attention-network-for46.67