HyperAI超神経

Referring Expression Segmentation On Refcoco 5

評価指標

Overall IoU

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

比較表
モデル名Overall IoU
mail-a-unified-mask-image-language-trimodal56.06
hyperseg-towards-universal-visual75.2
universal-instance-perception-as-object66.22
maskris-semantic-distortion-aware-data59.39
polyformer-referring-image-segmentation-as61.87
mattnet-modular-attention-network-for40.08
vlt-vision-language-transformer-and-query56.92
cris-clip-driven-referring-image-segmentation53.68
improving-referring-image-segmentation-using-
safari-adaptive-sequence-transformer-for64.88
mask-grounding-for-referring-image58.14
cross-modal-self-attention-network-for37.89
evf-sam-early-vision-language-fusion-for-text70.1
see-through-text-grouping-for-referring-image40.41
polyformer-referring-image-segmentation-as59.33
densely-connected-parameter-efficient-tuning70.2
lavt-language-aware-vision-transformer-for55.1
universal-segmentation-at-arbitrary66.99
universal-segmentation-at-arbitrary68.15
maskris-semantic-distortion-aware-data62.83
multi-task-visual-grounding-with-coarse-to68.95
groundhog-grounding-large-language-models-to64.9
refvos-a-closer-look-at-referring-expressions36.17
vision-language-transformer-and-query49.36
gres-generalized-referring-expression-157.65
comprehensive-multi-modal-interactions-for44.12
multi-label-cluster-discrimination-for-visual75.6
referring-image-segmentation-via-cross-modal-143.23
bi-directional-relationship-inferring-network42.13