SOTAVerified

Semantic Segmentation

Papers

Showing 28212830 of 14763 papers

TitleStatusHype
Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation0
MambaMOS: LiDAR-based 3D Moving Object Segmentation with Motion-aware State Space ModelCode2
Show and Grasp: Few-shot Semantic Segmentation for Robot Grasping through Zero-shot Foundation Models0
Improving Prediction Accuracy of Semantic Segmentation Methods Using Convolutional Autoencoder Based Pre-processing Layers0
FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous DrivingCode1
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical imagesCode0
ELEV-VISION-SAM: Integrated Vision Language and Foundation Model for Automated Estimation of Building Lowest Floor Elevation0
A Point-Based Approach to Efficient LiDAR Multi-Task Perception0
ESC: Evolutionary Stitched Camera Calibration in the Wild0
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation FrameworkCode2
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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