Papers with Code · CC BY-SA 4.0

NYUv2

아카이브 평가 28건 · 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
SG-SSC	mIoU 55.4	2D Semantic-Guided Semantic Scene Completion 2024-09-12	코드 1
SISNet	mIoU 52.4	Semantic Scene Completion via Integrating Instances and Scene in-the-Loop 2021-04-08	코드 1
SPAwN (SUNCG pretraining)	mIoU 49.9	Data Augmented 3D Semantic Scene Completion with 2D Segmentation Priors 2021-11-26	코드 1
SPAwN	mIoU 48	Data Augmented 3D Semantic Scene Completion with 2D Segmentation Priors 2021-11-26	코드 1
Point-Voxel Aggregation Network	mIoU 46	Not All Voxels Are Equal: Semantic Scene Completion from the Point-Voxel Perspective 2021-12-24	연결 없음
CCPNet (SUNCG pretraining)	mIoU 41.3	Cascaded Context Pyramid for Full-Resolution 3D Semantic Scene Completion 2019-08-01	연결 없음
3DSketch	mIoU 41.1	3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior 2020-03-31	코드 1 · 코드 2
ForkNet (SUNCG pretraining)	mIoU 37.1	ForkNet: Multi-branch Volumetric Semantic Completion from a Single Depth Image 2019-09-03	연결 없음
IPF-SPCNet: Semantic point completion network for 3D semantic scene completion	mIoU 35.1	Semantic Point Completion Network for 3D Semantic Scene Completion 2020-08-29	연결 없음
Real-time semantic scene completion via feature aggregation and conditioned prediction	mIoU 34.4	3D Semantic Scene Completion: a Survey 2021-03-12	연결 없음
TS3D	mIoU 34.1	Two Stream 3D Semantic Scene Completion 2018-04-10	연결 없음
EdgeNet (SUNCG pretraining)	mIoU 33.7	3D Semantic Scene Completion: a Survey 2021-03-12	연결 없음
AIC-Net	mIoU 33.3	Anisotropic Convolutional Networks for 3D Semantic Scene Completion 2020-04-05	코드 1
AMFNet	mIoU 33	Attention-based Multi-modal Fusion Network for Semantic Scene Completion 2020-03-31	연결 없음
GRFNet	mIoU 32.9	3D Gated Recurrent Fusion for Semantic Scene Completion 2020-02-17	연결 없음
VD-CRF: Semantic scene completion with dense CRF from a single depth image. (SUNCG pretraining)	mIoU 31.8	3D Semantic Scene Completion: a Survey 2021-03-12	연결 없음
Am2fnet: Attention-based multiscale & multi-modality fused network	mIoU 31.7	3D Semantic Scene Completion: a Survey 2021-03-12	연결 없음
OccDepth	mIoU 30.9	OccDepth: A Depth-Aware Method for 3D Semantic Scene Completion 2023-02-27	코드 1
SSCNet (SUNCG pretraining)	mIoU 30.5	Semantic Scene Completion from a Single Depth Image 2016-11-28	코드 1 · 코드 2 · 코드 3
DDRNet	mIoU 30.4	RGBD Based Dimensional Decomposition Residual Network for 3D Semantic Scene Completion 2019-03-02	연결 없음
VVNet	mIoU 29.3	View-volume Network for Semantic Scene Completion from a Single Depth Image 2018-06-14	연결 없음
LMSCNet-SS	mIoU 28.4	LMSCNet: Lightweight Multiscale 3D Semantic Completion 2020-08-24	코드 1 · 코드 2 · 코드 3
EdgeNet	mIoU 27.8	EdgeNet: Semantic Scene Completion from a Single RGB-D Image 2019-08-08	코드 1
Guedes et al.	mIoU 27.5	Semantic Scene Completion Combining Colour and Depth: preliminary experiments 2018-02-13	연결 없음
MonoScene (RGB input only)	mIoU 26.94	MonoScene: Monocular 3D Semantic Scene Completion 2021-12-01	코드 1 · 코드 2
ESSCNet	mIoU 26.7	Efficient Semantic Scene Completion Network with Spatial Group Convolution 2019-07-11	코드 1
SSCNet	mIoU 24.7	Semantic Scene Completion from a Single Depth Image 2016-11-28	코드 1 · 코드 2 · 코드 3
3D semantic scene completion from a single depth image using adversarial training	mIoU 22.7	3D Semantic Scene Completion: a Survey 2021-03-12	연결 없음