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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2261–2270 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Container: Context Aggregation Network	Jun 2, 2021	Image ClassificationInductive Bias	CodeCode Available	1	5
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers	Jun 3, 2023	Computational Efficiencyimage-classification	CodeCode Available	1	5
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers	Mar 29, 2021	DecoderImage Segmentation	CodeCode Available	1	5
Gen-LaneNet: A Generalized and Scalable Approach for 3D Lane Detection	Mar 24, 2020	3D Lane DetectionImage Segmentation	CodeCode Available	1	5
Generative Range Imaging for Learning Scene Priors of 3D LiDAR Data	Oct 21, 2022	DiversityLIDAR Semantic Segmentation	CodeCode Available	1	5
CARIS: Context-Augmented Referring Image Segmentation	Oct 27, 2023	DecoderImage Segmentation	CodeCode Available	1	5
Context-aware Feature Generation for Zero-shot Semantic Segmentation	Aug 16, 2020	SegmentationSemantic Segmentation	CodeCode Available	1	5
Generic Knowledge Boosted Pre-training For Remote Sensing Images	Jan 9, 2024	Change DetectionDeep Learning	CodeCode Available	1	5
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation	Oct 11, 2022	6D Pose Estimation6D Pose Estimation using RGB	CodeCode Available	1	5
Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations	Feb 8, 2022	Semantic Segmentation	CodeCode Available	1	5

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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