SOTAVerified

Semantic Segmentation

Papers

Showing 26012625 of 14763 papers

TitleStatusHype
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention0
RT-GS2: Real-Time Generalizable Semantic Segmentation for 3D Gaussian Representations of Radiance FieldsCode1
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation0
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms0
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive ArchitectureCode1
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images0
BAISeg: Boundary Assisted Weakly Supervised Instance SegmentationCode0
Renal digital pathology visual knowledge search platform based on language large model and book knowledge0
ExtremeMETA: High-speed Lightweight Image Segmentation Model by Remodeling Multi-channel Metamaterial Imagers0
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images0
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering0
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform RegressionCode1
Collective Perception Datasets for Autonomous Driving: A Comprehensive Review0
A re-calibration method for object detection with multi-modal alignment bias in autonomous driving0
DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking0
Zero-Shot Video Semantic Segmentation based on Pre-Trained Diffusion ModelsCode2
Memorize What Matters: Emergent Scene Decomposition from MultitraverseCode2
A Comparative Study on Multi-task Uncertainty Quantification in Semantic Segmentation and Monocular Depth Estimation0
An Enhanced Encoder-Decoder Network Architecture for Reducing Information Loss in Image Semantic Segmentation0
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation0
Understanding the Effect of using Semantically Meaningful Tokens for Visual Representation Learning0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image SegmentationCode1
BOLD: Boolean Logic Deep Learning0
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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