← Zero-Shot Semantic Segmentation

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아카이브 평가 15건 · 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 49.8 Inductive Setting hIoU 41.5	OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation 2024-03-21	코드 1
CLIP-RC	Transductive Setting hIoU 49.7 Inductive Setting hIoU 41.2	Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation 2024-01-01	코드 1
OTSeg	Transductive Setting hIoU 49.5 Inductive Setting hIoU 41.4	OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation 2024-03-21	코드 1
ZegCLIP	Transductive Setting hIoU 48.5 Inductive Setting hIoU 40.8	ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation 2022-12-07	코드 1
MVP-SEG+	Transductive Setting hIoU 45.5 Inductive Setting hIoU -	MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation 2023-04-14	연결 없음
FreeSeg	Transductive Setting hIoU 45.3 Inductive Setting hIoU -	FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation 2022-09-27	연결 없음
MaskCLIP+	Transductive Setting hIoU 45.0 Inductive Setting hIoU -	Extract Free Dense Labels from CLIP 2021-12-02	코드 1
zsseg	Transductive Setting hIoU 41.5 Inductive Setting hIoU 36.3	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 34.8 Inductive Setting hIoU -	A Closer Look at Self-training for Zero-Label Semantic Segmentation 2021-04-21	코드 1
SPNet	Transductive Setting hIoU 30.3 Inductive Setting hIoU 14.0	Semantic Projection Network for Zero- and Few-Label Semantic Segmentation 2019-06-01	코드 1
CaGNet	Transductive Setting hIoU 19.5 Inductive Setting hIoU 18.2	Context-aware Feature Generation for Zero-shot Semantic Segmentation 2020-08-16	코드 1 · 코드 2
ZS5	Transductive Setting hIoU 16.2 Inductive Setting hIoU 15.0	Zero-Shot Semantic Segmentation 2019-06-03	코드 1 · 코드 2
DeOP	Transductive Setting hIoU - Inductive Setting hIoU 38.2	Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network 2023-04-03	코드 1
ZegFormer	Transductive Setting hIoU - Inductive Setting hIoU 33.2	Decoupling Zero-Shot Semantic Segmentation 2021-12-15	코드 1
SIGN	Transductive Setting hIoU - Inductive Setting hIoU 20.9	SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation 2021-08-27	연결 없음