SOTAVerified

Semantic Segmentation

Papers

Showing 39413950 of 14763 papers

TitleStatusHype
Few-shot Multispectral Segmentation with Representations Generated by Reinforcement LearningCode0
Generalized Category Discovery in Semantic SegmentationCode1
Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation AlgorithmsCode1
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation0
Predicting urban tree cover from incomplete point labels and limited background information0
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding0
SOccDPT: Semi-Supervised 3D Semantic Occupancy from Dense Prediction Transformers trained under memory constraints0
Self-Supervised Versus Supervised Training for Segmentation of Organoid Images0
GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure SegmentationCode1
Open-Vocabulary Camouflaged Object SegmentationCode2
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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