SOTAVerified

Semantic Segmentation

Papers

Showing 36013650 of 14763 papers

TitleStatusHype
Class Tokens Infusion for Weakly Supervised Semantic SegmentationCode1
Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse PromptsCode2
Open-Vocabulary 3D Semantic Segmentation with Foundation Models0
Prompt-Driven Referring Image Segmentation with Instance Contrasting0
Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired DistillationCode1
PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise HardnessCode1
Building Vision-Language Models on Solid Foundations with Masked Distillation0
Weakly Supervised Point Cloud Semantic Segmentation via Artificial OracleCode1
Hierarchical Intra-modal Correlation Learning for Label-free 3D Semantic Segmentation0
Exploring Regional Clues in CLIP for Zero-Shot Semantic SegmentationCode3
MRFS: Mutually Reinforcing Image Fusion and SegmentationCode2
Effective Video Mirror Detection with Inconsistent Motion CuesCode0
LiSA: LiDAR Localization with Semantic AwarenessCode2
Referring Image Editing: Object-level Image Editing via Referring Expressions0
Density-Guided Semi-Supervised 3D Semantic Segmentation with Dual-Space Hardness Sampling0
Infer from What You Have Seen Before: Temporally-dependent Classifier for Semi-supervised Video SegmentationCode0
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures0
Construct to Associate: Cooperative Context Learning for Domain Adaptive Point Cloud Segmentation0
Stronger Fewer & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic SegmentationCode3
SceneFun3D: Fine-Grained Functionality and Affordance Understanding in 3D Scenes0
WinSyn: : A High Resolution Testbed for Synthetic Data0
OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning0
Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation0
SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation0
1st Place Solution for 5th LSVOS Challenge: Referring Video Object SegmentationCode1
BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image SegmentationCode2
Analyzing Local Representations of Self-supervised Vision Transformers0
Horizontal Federated Computer Vision0
Double-well Net for Image SegmentationCode0
Promoting Segment Anything Model towards Highly Accurate Dichotomous Image Segmentation0
Tracking with Human-Intent ReasoningCode1
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping0
Leveraging Open-Vocabulary Diffusion to Camouflaged Instance Segmentation0
Weed mapping in multispectral drone imagery using lightweight vision transformersCode1
Learning Vision from Models Rivals Learning Vision from DataCode2
Amodal Ground Truth and Completion in the WildCode1
Generalized Mask-aware IoU for Anchor Assignment for Real-time Instance Segmentation0
Learning Multi-axis Representation in Frequency Domain for Medical Image SegmentationCode1
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels0
Unsupervised Universal Image SegmentationCode2
EvPlug: Learn a Plug-and-Play Module for Event and Image Fusion0
LISA++: An Improved Baseline for Reasoning Segmentation with Large Language ModelCode4
SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time SegmentationCode2
ConstScene: Dataset and Model for Advancing Robust Semantic Segmentation in Construction EnvironmentsCode0
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic SegmentationCode0
2D-Guided 3D Gaussian Segmentation0
LangSplat: 3D Language Gaussian SplattingCode3
VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection0
Medical Report Generation based on Segment-Enhanced Contrastive Representation Learning0
Semantic-aware SAM for Point-Prompted Instance SegmentationCode1
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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