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Open Vocabulary Panoptic Segmentation On

评估指标

PQ

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
PosSAM29.2PosSAM: Panoptic Open-vocabulary Segment Anything
MAFT+27.1Collaborative Vision-Text Representation Optimizing for Open-Vocabulary Segmentation
FC-CLIP26.8Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP
CLIPSelf23.7CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
ODISE(Caption)23.4Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models
ODISE (Label)22.6Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models
FreeSeg16.3FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation-
MaskCLIP15.1Extract Free Dense Labels from CLIP
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Open Vocabulary Panoptic Segmentation On | SOTA | HyperAI超神经