HyperAI超神经

Referring Expression Segmentation On Refcoco 4

评估指标

Overall IoU

评测结果

各个模型在此基准测试上的表现结果

比较表格
模型名称Overall IoU
multi-task-visual-grounding-with-coarse-to77.96
universal-segmentation-at-arbitrary78.29
see-through-text-grouping-for-referring-image52.33
gres-generalized-referring-expression-171.02
maskris-semantic-distortion-aware-data74.46
densely-connected-parameter-efficient-tuning78.6
cris-clip-driven-referring-image-segmentation68.08
mask-grounding-for-referring-image71.32
vlt-vision-language-transformer-and-query68.43
comprehensive-multi-modal-interactions-for58.46
groundhog-grounding-large-language-models-to75.0
lavt-language-aware-vision-transformer-for68.38
mail-a-unified-mask-image-language-trimodal65.92
hyperseg-towards-universal-visual83.5
safari-adaptive-sequence-transformer-for74.53
mattnet-modular-attention-network-for52.39
referring-image-segmentation-via-cross-modal-153.44
polyformer-referring-image-segmentation-as72.89
improving-referring-image-segmentation-using-
cross-modal-self-attention-network-for47.60
bi-directional-relationship-inferring-network52.87
polyformer-referring-image-segmentation-as74.56
universal-instance-perception-as-object76.42
refvos-a-closer-look-at-referring-expressions49.73
vision-language-transformer-and-query59.20
evf-sam-early-vision-language-fusion-for-text78.3
multi-label-cluster-discrimination-for-visual82.9
maskris-semantic-distortion-aware-data75.15
universal-segmentation-at-arbitrary77.02