SOTAVerified

Semantic Segmentation

Papers

Showing 25012525 of 14763 papers

TitleStatusHype
Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial LearningCode1
Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic SegmentationCode1
Annotator Consensus Prediction for Medical Image Segmentation with Diffusion ModelsCode1
Dissecting Self-Supervised Learning Methods for Surgical Computer VisionCode1
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising ModelsCode1
Focal Self-attention for Local-Global Interactions in Vision TransformersCode1
Disentangle then Parse: Night-time Semantic Segmentation with Illumination DisentanglementCode1
A Closer Look at the Explainability of Contrastive Language-Image Pre-trainingCode1
Focused and Collaborative Feedback Integration for Interactive Image SegmentationCode1
CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance SegmentationCode1
AADG: Automatic Augmentation for Domain Generalization on Retinal Image SegmentationCode1
Disjoint Masking with Joint Distillation for Efficient Masked Image ModelingCode1
Clockwork Convnets for Video Semantic SegmentationCode1
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance SegmentationCode1
3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image SegmentationCode1
Form2Seq : A Framework for Higher-Order Form Structure ExtractionCode1
FourierNet: Compact mask representation for instance segmentation using differentiable shape decodersCode1
FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image SegmentationCode1
Distance Guided Channel Weighting for Semantic SegmentationCode1
Frame-To-Frame Consistent Semantic SegmentationCode1
FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object SegmentationCode1
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation ModelsCode1
Disentangled Non-Local Neural NetworksCode1
FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image SegmentationCode1
Learning Spatio-Appearance Memory Network for High-Performance Visual TrackingCode1
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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