SOTAVerified

Semantic Segmentation

Papers

Showing 251275 of 14763 papers

TitleStatusHype
Instance Segmentation for Point Sets0
Decoupling Classifier for Boosting Few-shot Object Detection and Instance SegmentationCode1
Unintended Bias in 2D+ Image Segmentation and Its Effect on Attention Asymmetry0
ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains0
Scaling Vision Mamba Across Resolutions via Fractal Traversal0
CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition0
EGFormer: Towards Efficient and Generalizable Multimodal Semantic Segmentation0
Enhancing Shape Perception and Segmentation Consistency for Industrial Image Inspection0
Self-Supervised Learning for Image Segmentation: A Comprehensive Survey0
Robust Multimodal Segmentation with Representation Regularization and Hybrid Prototype DistillationCode0
Enhancing Transformers Through Conditioned Embedded Tokens0
Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation0
Industrial Synthetic Segment Pre-training0
FlowCut: Unsupervised Video Instance Segmentation via Temporal Mask Matching0
Mutual Evidential Deep Learning for Medical Image Segmentation0
Temporal-Spectral-Spatial Unified Remote Sensing Dense PredictionCode1
AoP-SAM: Automation of Prompts for Efficient Segmentation0
PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging0
Bayesian Deep Learning Approaches for Uncertainty-Aware Retinal OCT Image Segmentation for Multiple Sclerosis0
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image SegmentationCode1
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image SegmentationCode0
EarthSynth: Generating Informative Earth Observation with Diffusion Models0
Technical Report for ICRA 2025 GOOSE 2D Semantic Segmentation Challenge: Boosting Off-Road Segmentation via Photometric Distortion and Exponential Moving Average0
SoftPQ: Robust Instance Segmentation Evaluation via Soft Matching and Tunable ThresholdsCode0
DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified