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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3511–3520 of 14763 papers

Title	Date	Tasks	Status	Hype
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets	Aug 22, 2024	AllBenchmarking	CodeCode Available	1
End-to-End Semi-Supervised Object Detection with Soft Teacher	Jun 16, 2021	Instance Segmentationobject-detection	CodeCode Available	1
End-to-End Semi-Supervised Learning for Video Action Detection	Mar 8, 2022	Action DetectionClassification Consistency	CodeCode Available	1
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB	Jul 12, 2021	Robotic GraspingSegmentation	CodeCode Available	1
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation	Apr 2, 2021	ObjectSegmentation	CodeCode Available	1
SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image Segmentation	Sep 25, 2024	Image SegmentationLeft Atrium Segmentation	CodeCode Available	1
Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation	Nov 29, 2023	Data AugmentationImage Segmentation	CodeCode Available	1
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation	Jun 7, 2016	Efficient Neural NetworkReal-Time Semantic Segmentation	CodeCode Available	1
Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation	Aug 7, 2021	Cardiac SegmentationData Augmentation	CodeCode Available	1
ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation	Jun 15, 2020	Domain AdaptationSelf-Supervised Learning	CodeCode Available	1

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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	M3I Pre-training (InternImage-H)	Validation mIoU	62.9	—	Unverified
5	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