HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Semi Supervised Semantic Segmentation On Coco 1

평가 지표

Validation mIoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Validation mIoU	Paper Title	Repository
PC2Seg	37.5	Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation	-
UniMatch	38.9	Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
PseuodSeg	37.1	PseudoSeg: Designing Pseudo Labels for Semantic Segmentation	-
LogicDiag	40.3	Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation	-
SemiVL	52.8	SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
PrevMatch	40.2	Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation
UniMatch V2	55.8	UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
AllSpark	41.65	AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
S4MC	40.4	Semi-Supervised Semantic Segmentation via Marginal Contextual Information

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