Papers with Code · CC BY-SA 4.0

DeLiVER

아카이브 평가 26건 · 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
CAFuser-CAA	mIoU 68.6	CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes 2024-10-14	코드 1
StitchFusion(RGB-D-E-LiDAR)	mIoU 68.18	StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation 2024-08-02	코드 1
GeminiFusion	mIoU 66.9	GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer 2024-06-03	코드 1
StitchFusion (RGB-D-LiDAR)	mIoU 66.65	StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation 2024-08-02	코드 1
CMNeXt (RGB-D-E-LiDAR)	mIoU 66.30	Delivering Arbitrary-Modal Semantic Segmentation 2023-03-02	코드 1
StitchFusion (RGB-D-Event)	mIoU 66.03	StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation 2024-08-02	코드 1
StitchFusion (RGB-Depth)	mIoU 65.75	StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation 2024-08-02	코드 1
MemorySAM-B+(R-D-E-L)	mIoU 65.38	MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation 2025-03-09	코드 1
MemorySAM-B+(R-D)	mIoU 63.48	MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation 2025-03-09	코드 1
CMX (RGB-Depth)	mIoU 62.67	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers 2022-03-09	코드 1
MemorySAM-B+(R-D-E)	mIoU 62.42	MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation 2025-03-09	코드 1
TokenFusion (RGB-Depth)	mIoU 60.25	Multimodal Token Fusion for Vision Transformers 2022-04-19	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11
StitchFusion (RGB-LiDAR)	mIoU 58.03	StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation 2024-08-02	코드 1
StitchFusion (RGB-Event)	mIoU 57.44	StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation 2024-08-02	코드 1
CMX (RGB-Event)	mIoU 56.52	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers 2022-03-09	코드 1
CMX (RGB-LiDAR)	mIoU 56.37	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers 2022-03-09	코드 1
MemorySAM-B+(RGB)	mIoU 53.22	MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation 2025-03-09	코드 1
TokenFusion (RGB-LiDAR)	mIoU 53.01	Multimodal Token Fusion for Vision Transformers 2022-04-19	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11
HRFuser (RGB-D-E-Li)	mIoU 52.97	HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection 2022-06-30	코드 1
HRFuser (RGB-D-LiDAR)	mIoU 52.72	HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection 2022-06-30	코드 1
HRFuser (RGB-Depth)	mIoU 51.88	HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection 2022-06-30	코드 1
HRFuser (RGB-D-Event)	mIoU 51.83	HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection 2022-06-30	코드 1
HRFuser (RGB)	mIoU 47.95	HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection 2022-06-30	코드 1
TokenFusion (RGB-Event)	mIoU 45.63	Multimodal Token Fusion for Vision Transformers 2022-04-19	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11
HRFuser (RGB-LiDAR)	mIoU 43.13	HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection 2022-06-30	코드 1
HRFuser (RGB-Event)	mIoU 42.22	HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection 2022-06-30	코드 1