HyperAI
الرئيسيةالأخبارأحدث الأوراق البحثيةالدروسمجموعات البياناتالموسوعةSOTAنماذج LLMلوحة الأداء GPUالفعاليات
البحث
حول
HyperAI

Unsupervised Semantic Segmentation With 11

المقاييس

mIoU

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج
mIoU
Paper TitleRepository
TTD (TCL)61.1TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias
TCL55.0Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs
CLS-SEG68.7TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training
Trident70.8Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation
MaskCLIP29.3Extract Free Dense Labels from CLIP
TagAlign53.9TagAlign: Improving Vision-Language Alignment with Multi-Tag Classification
TTD (MaskCLIP)43.1TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias
ProxyCLIP65.0ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation
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