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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 401–410 of 14763 papers

Title	Date	Tasks	Status	Hype
Language-driven Semantic Segmentation	Jan 10, 2022	DescriptiveFew-Shot Semantic Segmentation	CodeCode Available	2
Large Selective Kernel Network for Remote Sensing Object Detection	Mar 16, 2023	Objectobject-detection	CodeCode Available	2
Audio-Visual Segmentation with Semantics	Jan 30, 2023	SegmentationSemantic Segmentation	CodeCode Available	2
Adapting Pre-Trained Vision Models for Novel Instance Detection and Segmentation	May 28, 2024	Instance SegmentationObject Proposal Generation	CodeCode Available	2
Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation	Dec 18, 2024	Image SegmentationKnowledge Distillation	CodeCode Available	2
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers	Mar 5, 2022	Semantic SegmentationWeakly supervised Semantic Segmentation	CodeCode Available	2
Learning Semantic Segmentation of Large-Scale Point Clouds with Random Sampling	Jul 6, 2021	SegmentationSemantic Segmentation	CodeCode Available	2
Learning Vision from Models Rivals Learning Vision from Data	Dec 28, 2023	Contrastive LearningImage Captioning	CodeCode Available	2
Augmented Object Intelligence with XR-Objects	Apr 20, 2024	ObjectSemantic Segmentation	CodeCode Available	2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution	Jun 3, 2020	Instance SegmentationObject	CodeCode Available	2

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All datasets ADE20K NYU-Depth V2 Cityscapes test Cityscapes val ADE20K val PASCAL Context S3DIS Area5 PASCAL VOC 2012 test S3DIS ScanNet SUN-RGBD DensePASS

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	InternImage-H (M3I Pre-training)	Params (M)	1,310	—	Unverified
2	ViT-P (InternImage-H)	Validation mIoU	63.6	—	Unverified
3	ONE-PEACE	Validation mIoU	63	—	Unverified
4	InternImage-H	Validation mIoU	62.9	—	Unverified
5	M3I Pre-training (InternImage-H)	Validation mIoU	62.9	—	Unverified
6	BEiT-3	Validation mIoU	62.8	—	Unverified
7	EVA	Validation mIoU	62.3	—	Unverified
8	ViT-P (OneFormer, InternImage-H)	Validation mIoU	61.6	—	Unverified
9	ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)	Validation mIoU	61.5	—	Unverified
10	FD-SwinV2-G	Validation mIoU	61.4	—	Unverified