SOTAVerified

Semantic Segmentation

Papers

Showing 23262350 of 14763 papers

TitleStatusHype
Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE)Code0
Rethinking Visual Prompting for Multimodal Large Language Models with External Knowledge0
Semi-Supervised Segmentation via Embedding Matching0
Relative Difficulty Distillation for Semantic SegmentationCode0
Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing0
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label ClassifierCode1
Attention Normalization Impacts Cardinality Generalization in Slot AttentionCode0
Medical Image Fusion for High-Level Analysis: A Mutual Enhancement Framework for Unaligned PAT and MRICode0
POSTURE: Pose Guided Unsupervised Domain Adaptation for Human Body Part Segmentation0
HyperSpace: Hypernetworks for spacing-adaptive image segmentationCode0
HiDiff: Hybrid Diffusion Framework for Medical Image SegmentationCode2
Plant Doctor: A hybrid machine learning and image segmentation software to quantify plant damage in video footage0
Towards Efficient Pixel Labeling for Industrial Anomaly Detection and Localization0
Context-Aware Video Instance SegmentationCode2
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization0
A Unified Framework for 3D Scene UnderstandingCode2
Model Guidance via Explanations Turns Image Classifiers into Segmentation ModelsCode0
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation0
ADFQ-ViT: Activation-Distribution-Friendly Post-Training Quantization for Vision Transformers0
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate SegmentationCode1
ShiftAddAug: Augment Multiplication-Free Tiny Neural Network with Hybrid Computation0
Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic SegmentationCode1
Holistically-Nested Structure-Aware Graph Neural Network for Road Extraction0
Occlusion-Aware Seamless SegmentationCode1
MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based DecodersCode1
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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