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Semantic Segmentation

Papers

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Showing 351–400 of 14763 papers

TitleStatusHype
Scalable Video Object Segmentation with Identification MechanismCode2
FEC: Fast Euclidean Clustering for Point Cloud SegmentationCode2
Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary SegmentationCode2
Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object SegmentationCode2
An Empirical Study of Remote Sensing PretrainingCode2
Focal Modulation NetworksCode2
Visible-Thermal Multiple Object Tracking: Large-scale Video Dataset and Progressive Fusion ApproachCode2
FreeSOLO: Learning to Segment Objects without AnnotationsCode2
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point CloudsCode2
Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?Code2
Full Page Handwriting Recognition via Image to Sequence ExtractionCode2
Fully Convolutional Instance-aware Semantic SegmentationCode2
Diversified and Personalized Multi-rater Medical Image SegmentationCode2
ASAM: Boosting Segment Anything Model with Adversarial TuningCode2
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation FrameworkCode2
Domain Adaptation with a Single Vision-Language EmbeddingCode2
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object SegmentationCode2
Generative Semantic SegmentationCode2
Feature Pyramid Networks for Object DetectionCode2
Global Context for Convolutional Pose MachinesCode2
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation ModelsCode2
Golden Cudgel Network for Real-Time Semantic SegmentationCode2
GroupMamba: Efficient Group-Based Visual State Space ModelCode2
GroupViT: Semantic Segmentation Emerges from Text SupervisionCode2
HyperSeg: Towards Universal Visual Segmentation with Large Language ModelCode2
Hierarchical Multi-Scale Attention for Semantic SegmentationCode2
Digital Twin Generation from Visual Data: A SurveyCode2
High-Precision Dichotomous Image Segmentation via Probing Diffusion CapacityCode2
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask InpaintingCode2
A Simple Image Segmentation Framework via In-Context ExamplesCode2
Dilated Neighborhood Attention TransformerCode2
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
Ambiguous Medical Image Segmentation using Diffusion ModelsCode2
iFormer: Integrating ConvNet and Transformer for Mobile ApplicationCode2
Diffusion models as plug-and-play priorsCode2
You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure CorrectionCode2
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask DiffusionCode2
Asymmetric Non-local Neural Networks for Semantic SegmentationCode2
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic CorrespondenceCode2
In Defense of Online Models for Video Instance SegmentationCode2
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic SegmentationCode2
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditionsCode2
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
DINO in the Room: Leveraging 2D Foundation Models for 3D SegmentationCode2
InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene UnderstandingCode2
IRSAM: Advancing Segment Anything Model for Infrared Small Target DetectionCode2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic ApproximationCode2
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified