SOTAVerified

Semantic Segmentation

Papers

Showing 31513175 of 14763 papers

TitleStatusHype
Grasp Anything: Combining Teacher-Augmented Policy Gradient Learning with Instance Segmentation to Grasp Arbitrary Objects0
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation0
FeatUp: A Model-Agnostic Framework for Features at Any ResolutionCode5
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide imagesCode1
TBI Image/Text (TBI-IT): Comprehensive Text and Image Datasets for Traumatic Brain Injury Research0
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity0
When Semantic Segmentation Meets Frequency AliasingCode1
Annotation Free Semantic Segmentation with Vision Foundation Models0
Task-Specific Adaptation of Segmentation Foundation Model via Prompt Learning0
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology ImagesCode1
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image SegmentationCode2
Caltech Aerial RGB-Thermal Dataset in the WildCode2
Federated Data Model0
Real-time 3D semantic occupancy prediction for autonomous vehicles using memory-efficient sparse convolution0
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural NetworksCode1
Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches0
OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework0
Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation0
LIX: Implicitly Infusing Spatial Geometric Prior Knowledge into Visual Semantic Segmentation for Autonomous Driving0
ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense PredictionsCode3
Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment AnythingCode1
FluoroSAM: A Language-aligned Foundation Model for X-ray Image SegmentationCode1
Mitigating the Impact of Attribute Editing on Face Recognition0
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic SegmentationCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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