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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
1BEiT-3mIoU62.8—Unverified
2ViT-CoMermIoU62.1—Unverified
3EVAmIoU61.5—Unverified
4FD-SwinV2-GmIoU61.4—Unverified
5OneFormer (InternImage-H, emb_dim=256, multi-scale, 896x896)mIoU60.8—Unverified
6MaskDINO-SwinLmIoU60.8—Unverified
7ViT-Adapter-L (Mask2Former, BEiT pretrain)mIoU60.5—Unverified
8SERNet-Former_v2mIoU59.35—Unverified
9OneFormer (DiNAT-L, multi-scale, 896x896)mIoU58.6—Unverified
10OneFormer (DiNAT-L, multi-scale, 640x640)mIoU58.4—Unverified