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Open Vocabulary Semantic Segmentation On Coco

评估指标

mIoU

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
TTD (TCL)23.7TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias
LaVG23.2In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation
CLIP Surgery (original CLIP without any fine-tuning)21.9A Closer Look at the Explainability of Contrastive Language-Image Pre-training
TTD (MaskCLIP)19.4TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias
POMP-Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition
ZegFormer-Decoupling Zero-Shot Semantic Segmentation
ZSSeg-A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model
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