Referring Expression Segmentation On Refcoco

Métriques

Overall IoU

Résultats

Résultats de performance de divers modèles sur ce benchmark

Tableau comparatif

Nom du modèle	Overall IoU
maskris-semantic-distortion-aware-data	78.71
bi-directional-relationship-inferring-network	61.35
vision-language-transformer-and-query	65.65
comprehensive-multi-modal-interactions-for	65.32
cris-clip-driven-referring-image-segmentation	70.47
safari-adaptive-sequence-transformer-for	77.21
referring-image-segmentation-via-cross-modal-1	61.36
referring-expression-object-segmentation-with	58.90
maskris-semantic-distortion-aware-data	76.49
evf-sam-early-vision-language-fusion-for-text	82.1
cross-modal-self-attention-network-for	58.32
multi-label-cluster-discrimination-for-visual	83.6
hierarchical-open-vocabulary-universal-image-1	82.8
psalm-pixelwise-segmentation-with-large-multi	83.6
polyformer-referring-image-segmentation-as	75.96
universal-segmentation-at-arbitrary	81.74
groundhog-grounding-large-language-models-to	78.5
densely-connected-parameter-efficient-tuning	81.0
refvos-a-closer-look-at-referring-expressions	59.45
refvos-a-closer-look-at-referring-expressions	58.65
vlt-vision-language-transformer-and-query	72.96
mask-grounding-for-referring-image	75.24
mail-a-unified-mask-image-language-trimodal	70.13
referring-transformer-a-one-step-approach-to	70.56
multi-task-visual-grounding-with-coarse-to	80.89
bridging-vision-and-language-encoders	71.06
improving-referring-image-segmentation-using	-
polyformer-referring-image-segmentation-as	74.82
unleashing-text-to-image-diffusion-models-for-1	73.25
general-object-foundation-model-for-images	80.0
gres-generalized-referring-expression-1	73.82
see-through-text-grouping-for-referring-image	56.58
hyperseg-towards-universal-visual	84.8
mattnet-modular-attention-network-for	56.51
universal-instance-perception-as-object	82.19