SOTAVerified

Semantic Segmentation

Papers

Showing 5160 of 14763 papers

TitleStatusHype
Segment Anything in Pathology Images with Natural Language0
DidSee: Diffusion-Based Depth Completion for Material-Agnostic Robotic Perception and Manipulation0
ReME: A Data-Centric Framework for Training-Free Open-Vocabulary SegmentationCode1
Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object DetectionCode0
TSDASeg: A Two-Stage Model with Direct Alignment for Interactive Point Cloud Segmentation0
MedPrompt: LLM-CNN Fusion with Weight Routing for Medical Image Segmentation and Classification0
Performance improvement of spatial semantic segmentation with enriched audio features and agent-based error correction for DCASE 2025 Challenge Task 40
AI-Driven MRI-based Brain Tumour Segmentation Benchmarking0
U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs0
Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation0
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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