Papers with Code · CC BY-SA 4.0

PascalVOC-20

아카이브 평가 20건 · 마지막 적재/변경 2026-10-30

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
UMG-CLIP-L/14	mIoU 97.9	UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World Understanding 2024-01-12	코드 1
SILC	mIoU 97.6	SILC: Improving Vision Language Pretraining with Self-Distillation 2023-10-20	연결 없음
SCAN	mIoU 97.2	Open-Vocabulary Segmentation with Semantic-Assisted Calibration 2023-12-07	코드 1 · 코드 2
CAT-Seg	mIoU 97.0	CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation 2023-03-21	코드 1 · 코드 2 · 코드 3
MaskCLIP++	mIoU 96.8	MaskCLIP++: A Mask-Based CLIP Fine-tuning Framework for Open-Vocabulary Image Segmentation 2024-12-16	코드 1
MAFT+	mIoU 96.5	Collaborative Vision-Text Representation Optimizing for Open-Vocabulary Segmentation 2024-08-01	코드 1
EBSeg-L	mIoU 96.4	Open-Vocabulary Semantic Segmentation with Image Embedding Balancing 2024-06-14	코드 1
FC-CLIP	mIoU 95.4	Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP 2023-08-04	코드 1
OVSeg Swin-B	mIoU 94.5	Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP 2022-10-09	코드 1
MAFT-ViTL	mIoU 92.1	연결 없음 논문 날짜 미기재	연결 없음
MAFT-ViTL	mIoU 92.1	Learning Mask-aware CLIP Representations for Zero-Shot Segmentation 2023-09-30	코드 1 · 코드 2
HyperSeg	mIoU 92.1	HyperSeg: Towards Universal Visual Segmentation with Large Language Model 2024-11-26	코드 1
POMP	mIoU 89.4 hIoU 84.4	Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition 2023-04-10	코드 1
TagAlign(trained with image-text pairs)	mIoU 87.9	TagAlign: Improving Vision-Language Alignment with Multi-Tag Classification 2023-12-21	코드 1
ODISE	mIoU 84.6	Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models 2023-03-08	코드 1
TCL	mIoU 83.2	Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs 2022-12-01	코드 1
LaVG	mIoU 82.5	In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation 2024-08-09	코드 1
PACL	mIoU 72.3	Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning 2022-12-09	코드 1
ZSSeg	hIoU 77.5	A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model 2021-12-29	코드 1 · 코드 2
ZegFormer	hIoU 73.3	Decoupling Zero-Shot Semantic Segmentation 2021-12-15	코드 1