SOTAVerified

Semantic Segmentation

Papers

Showing 56265650 of 14763 papers

TitleStatusHype
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields0
Improving extreme weather events detection with light-weight neural networks0
Ensemble Methods for Multi-Organ Segmentation in CT Series0
Directional Connectivity-based Segmentation of Medical ImagesCode1
APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding0
Fooling Polarization-based Vision using Locally Controllable Polarizing Projection0
Semi-Weakly Supervised Object Kinematic Motion Prediction0
Zero-shot Referring Image Segmentation with Global-Local Context FeaturesCode1
Rethinking Local Perception in Lightweight Vision TransformerCode1
SemHint-MD: Learning from Noisy Semantic Labels for Self-Supervised Monocular Depth Estimation0
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision TransformerCode1
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning0
Removing supervision in semantic segmentation with local-global matching and area balancingCode0
MobileInst: Video Instance Segmentation on the Mobile0
Complementary Random Masking for RGB-Thermal Semantic SegmentationCode1
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain AdaptationCode1
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual TasksCode3
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation0
DDP: Diffusion Model for Dense Visual PredictionCode2
Fair Federated Medical Image Segmentation via Client Contribution Estimation0
Domain Adaptive Semantic Segmentation by Optimal Transport0
Adaptive Superpixel for Active Learning in Semantic SegmentationCode1
ARMBench: An Object-centric Benchmark Dataset for Robotic Manipulation0
InceptionNeXt: When Inception Meets ConvNeXtCode4
De-coupling and De-positioning Dense Self-supervised LearningCode0
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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