SOTAVerified

Semantic Segmentation

Papers

Showing 36813690 of 14763 papers

TitleStatusHype
DDOS: The Drone Depth and Obstacle Segmentation Dataset0
Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image SegmentationCode1
MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of ConceptCode1
SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion ProcessCode2
SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interactionCode1
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes0
Active contours driven by local and global intensity fitting energy with application to SAR image segmentation and its fast solvers0
The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and BenchmarkCode1
Mask Grounding for Referring Image SegmentationCode1
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic 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