SOTAVerified

Semantic Segmentation

Papers

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—0
U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKVCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trans4PASS+ (multi-scale)mIoU57.23—Unverified
2Trans4PASS+ (single-scale)mIoU56.45—Unverified
3Trans4PASS (multi-scale)mIoU56.38—Unverified
4Trans4PASS (single-scale)mIoU55.25—Unverified
5DAFormermIoU54.67—Unverified
6PCSmIoU53.83—Unverified
7P2PDA (Cityscapes+WildDash)mIoU48.52—Unverified
8SIMmIoU44.58—Unverified
9PoolFormer (MiT-B1)mIoU43.18—Unverified
10ECANetmIoU43.02—Unverified