SOTAVerified

Semantic Segmentation

Papers

Showing 53515375 of 14763 papers

TitleStatusHype
Fast Video Object Segmentation by Reference-Guided Mask PropagationCode0
Fast User-Guided Video Object Segmentation by Interaction-and-Propagation NetworksCode0
MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance SegmentationCode0
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic SegmentationCode0
ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentationCode0
Fast Single Image Dehazing via Multilevel Wavelet Transform based OptimizationCode0
MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance SegmentationCode0
Co-attention Propagation Network for Zero-Shot Video Object SegmentationCode0
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
Fast Segment AnythingCode0
Fast-SCNN: Fast Semantic Segmentation NetworkCode0
Fast Scene Understanding for Autonomous DrivingCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite ImageryCode0
Coarse-to-Fine Lifted MAP Inference in Computer VisionCode0
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image SegmentationCode0
Fast Pixel-Matching for Video Object SegmentationCode0
Fast Neural Network Adaptation via Parameter Remapping and Architecture SearchCode0
Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic SegmentationCode0
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image SegmentationCode0
Make RepVGG Greater Again: A Quantization-aware ApproachCode0
Fast Interactive Video Object Segmentation with Graph Neural NetworksCode0
Finite Group Equivariant Neural Networks for GamesCode0
CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy PatientsCode0
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic SegmentationCode0
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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