← Zero-Shot Semantic Segmentation

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PASCAL VOC

아카이브 평가 13건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
OTSeg+	Transductive Setting hIoU 94.4 Inductive Setting hIoU 87.4	OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation 2024-03-21	코드 1
OTSeg	Transductive Setting hIoU 94.2 Inductive Setting hIoU 84.5	OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation 2024-03-21	코드 1
CLIP-RC	Transductive Setting hIoU 93.0 Inductive Setting hIoU 88.4	Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation 2024-01-01	코드 1
ZegCLIP	Transductive Setting hIoU 91.1 Inductive Setting hIoU 84.3	ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation 2022-12-07	코드 1
MaskCLIP+	Transductive Setting hIoU 87.4 Inductive Setting hIoU -	Extract Free Dense Labels from CLIP 2021-12-02	코드 1
FreeSeg	Transductive Setting hIoU 86.9 Inductive Setting hIoU -	FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation 2022-09-27	연결 없음
zsseg	Transductive Setting hIoU 79.3 Inductive Setting hIoU 77.5	A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model 2021-12-29	코드 1 · 코드 2
STRICT	Transductive Setting hIoU 49.8	A Closer Look at Self-training for Zero-Label Semantic Segmentation 2021-04-21	코드 1
CaGNet	Transductive Setting hIoU 43.7	Context-aware Feature Generation for Zero-shot Semantic Segmentation 2020-08-16	코드 1 · 코드 2
SPNet	Transductive Setting hIoU 38.8	Semantic Projection Network for Zero- and Few-Label Semantic Segmentation 2019-06-01	코드 1
ZS5	Transductive Setting hIoU 33.8	Zero-Shot Semantic Segmentation 2019-06-03	코드 1 · 코드 2
DeOp	Transductive Setting hIoU - Inductive Setting hIoU 80.8	Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network 2023-04-03	코드 1
ZegFormer	Transductive Setting hIoU - Inductive Setting hIoU 73.3	Decoupling Zero-Shot Semantic Segmentation 2021-12-15	코드 1