SOTAVerified

Semantic Segmentation

Papers

Showing 24512475 of 14763 papers

TitleStatusHype
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic SegmentationCode1
Fashion Matrix: Editing Photos by Just TalkingCode1
Fast and Accurate Scene Parsing via Bi-direction Alignment NetworksCode1
Classification Calibration for Long-tail Instance SegmentationCode1
Disjoint Masking with Joint Distillation for Efficient Masked Image ModelingCode1
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 ChallengesCode1
A Probabilistic U-Net for Segmentation of Ambiguous ImagesCode1
Fast Object Segmentation Learning with Kernel-based Methods for RoboticsCode1
Capturing Omni-Range Context for Omnidirectional SegmentationCode1
Advances in Deep Concealed Scene UnderstandingCode1
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image UnderstandingCode1
Fast Video Object Segmentation using the Global Context ModuleCode1
Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial LearningCode1
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old LabelsCode1
Learning Spatio-Appearance Memory Network for High-Performance Visual TrackingCode1
FCOS: Fully Convolutional One-Stage Object DetectionCode1
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised LearningCode1
Class Re-Activation Maps for Weakly-Supervised Semantic SegmentationCode1
Disentangled Non-Local Neural NetworksCode1
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image SegmentationCode1
Learning Local and Global Temporal Contexts for Video Semantic SegmentationCode1
Discriminative Region Suppression for Weakly-Supervised Semantic SegmentationCode1
Disentangled Representations for Domain-generalized Cardiac SegmentationCode1
Dissecting Self-Supervised Learning Methods for Surgical Computer VisionCode1
DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point CloudsCode1
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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