SOTAVerified

Semantic Segmentation

Papers

Showing 110 of 14763 papers

TitleStatusHype
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction0
DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion ModelCode0
A Privacy-Preserving Semantic-Segmentation Method Using Domain-Adaptation Technique0
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance SegmentationCode0
Unified Medical Image Segmentation with State Space Modeling Snake0
SAMST: A Transformer framework based on SAM pseudo label filtering for remote sensing semi-supervised semantic segmentation0
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation0
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic ApproximationCode2
Tomato Multi-Angle Multi-Pose Dataset for Fine-Grained Phenotyping1
U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKVCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VPNeXtmIoU71.1Unverified
2PlainSeg (EVA-02-L)mIoU71Unverified
3InternImage-HmIoU70.3Unverified
4RSSeg-ViT-L (BEiT pretrain)mIoU68.9Unverified
5ViT-Adapter-L (Mask2Former, BEiT pretrain)mIoU68.2Unverified
6RSSeg-ViT-LmIoU67.5Unverified
7ViT-Adapter-L (UperNet, BEiT pretrain)mIoU67.5Unverified
8SegViT (ours)mIoU65.3Unverified
9CAA + CAR (ConvNeXt-Large + JPU)mIoU64.1Unverified
10SenFormer (Swin-L)mIoU64Unverified