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Semantic Segmentation

Papers

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Showing 1–10 of 14763 papers

TitleStatusHype
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction—0
DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion ModelCode0
A Privacy-Preserving Semantic-Segmentation Method Using Domain-Adaptation Technique—0
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance SegmentationCode0
Unified Medical Image Segmentation with State Space Modeling Snake—0
SAMST: A Transformer framework based on SAM pseudo label filtering for remote sensing semi-supervised semantic segmentation—0
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation—0
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic ApproximationCode2
Tomato Multi-Angle Multi-Pose Dataset for Fine-Grained Phenotyping—1
U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKVCode1
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VLTSegMean IoU (class)86.4—Unverified
2MetaPrompt-SDMean IoU (class)86.2—Unverified
3InternImage-HMean IoU (class)86.1—Unverified
4HS3-FuseMean IoU (class)85.8—Unverified
5InverseFormMean IoU (class)85.6—Unverified
6ViT-Adapter-L (Mask2Former, BEiT pretrain)Mean IoU (class)85.2—Unverified
7SERNet-FormerMean IoU (class)84.83—Unverified
8Depth AnythingMean IoU (class)84.8—Unverified
9HRNetV2 + OCR +Mean IoU (class)84.5—Unverified
10EfficientPSMean IoU (class)84.21—Unverified