SOTAVerified

Semantic Segmentation

Papers

Showing 411420 of 14763 papers

TitleStatusHype
Exploring Color Invariance through Image-Level Ensemble LearningCode2
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask InpaintingCode2
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space ModelCode2
UV-SAM: Adapting Segment Anything Model for Urban Village IdentificationCode2
OBSeg: Accurate and Fast Instance Segmentation Framework Using Segmentation Foundation Models with Oriented Bounding Box PromptsCode2
Adversarial Supervision Makes Layout-to-Image Diffusion Models ThriveCode2
PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image SegmentationCode2
Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imageryCode2
Seg-metrics: a Python package to compute segmentation metricsCode2
PartSTAD: 2D-to-3D Part Segmentation Task AdaptationCode2
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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