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
1OmniVec2Mean IoU63.6Unverified
2DiffusionMMS (DAT++-S)Mean IoU61.5Unverified
3DepthMatch (DINOv2-S)Mean IoU61.4Unverified
4GeminiFusion (Swin-Large)Mean IoU60.9Unverified
5OmniVecMean IoU60.8Unverified
6GeminiFusion (Swin-Large)Mean IoU60.2Unverified
7DPLNetMean IoU59.3Unverified
8HDBFormerMean IoU59.3Unverified
9EMSANet (2x ResNet-34 NBt1D, PanopticNDT version, finetuned)Mean IoU59.02Unverified
10DFormerv2-LMean IoU58.4Unverified