الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Semantic Correspondence On Pf Pascal

المقاييس

PCK

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	PCK	Paper Title	Repository
HPF	88.3	Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features	-
CHM	91.6	Convolutional Hough Matching Networks
SD+DINO (Supervised)	93.6	A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence
VAT	92.3	Cost Aggregation Is All You Need for Few-Shot Segmentation
DHPF	90.7	Learning to Compose Hypercolumns for Visual Correspondence
CATs++	93.8	CATs++: Boosting Cost Aggregation with Convolutions and Transformers
SCOT	88.8	Semantic Correspondence as an Optimal Transport Problem
NC-Net	-	Neighbourhood Consensus Networks
GeoAware-SC (Supervised)	95.1	Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence
GeoAware-SC (Zero-Shot)	82.6	Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence
VAT (ECCV)	92.3	Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation
GeoAware-SC (Supervised, AP-10K P.T.)	95.7	Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence
CATs	92.6	CATs: Cost Aggregation Transformers for Visual Correspondence
ANCNet	88.7	Correspondence Networks with Adaptive Neighbourhood Consensus

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