SOTAVerified

Semantic Segmentation

Papers

Showing 62016225 of 14763 papers

TitleStatusHype
1% VS 100%: Parameter-Efficient Low Rank Adapter for Dense Predictions0
Implicit Surface Contrastive Clustering for LiDAR Point Clouds0
CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation0
End-to-End Video Matting With Trimap PropagationCode1
Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic SegmentationCode1
Exemplar-FreeSOLO: Enhancing Unsupervised Instance Segmentation With Exemplars0
Context-Aware Relative Object Queries To Unify Video Instance and Panoptic SegmentationCode1
Tree Instance Segmentation With Temporal Contour Graph0
MCF: Mutual Correction Framework for Semi-Supervised Medical Image SegmentationCode1
Simultaneously Short- and Long-Term Temporal Modeling for Semi-Supervised Video Semantic Segmentation0
Single Domain Generalization for LiDAR Semantic SegmentationCode1
Temporal Consistent 3D LiDAR Representation Learning for Semantic Perception in Autonomous DrivingCode1
SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation0
Proximal Splitting Adversarial Attack for Semantic SegmentationCode1
Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge0
Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image SegmentationCode1
X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection0
Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive LearningCode1
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN ModelsCode0
PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360degCode3
Multispectral Video Semantic Segmentation: A Benchmark Dataset and BaselineCode1
Sparsely Annotated Semantic Segmentation With Adaptive Gaussian MixturesCode1
Style Projected Clustering for Domain Generalized Semantic Segmentation0
VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan SegmentationCode1
Open-Set Semantic Segmentation for Point Clouds via Adversarial Prototype Framework0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified