SOTAVerified

Semantic Segmentation

Papers

Showing 231240 of 14763 papers

TitleStatusHype
Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic SegmentationCode2
FLAIR: VLM with Fine-grained Language-informed Image RepresentationsCode2
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image ClassificationCode2
HyperSeg: Towards Universal Visual Segmentation with Large Language ModelCode2
TinyViM: Frequency Decoupling for Tiny Hybrid Vision MambaCode2
vesselFM: A Foundation Model for Universal 3D Blood Vessel SegmentationCode2
An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion ModelsCode2
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation TrainingCode2
Self-Calibrated CLIP for Training-Free Open-Vocabulary SegmentationCode2
ResCLIP: Residual Attention for Training-free Dense Vision-language InferenceCode2
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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