SOTAVerified

Semantic Segmentation

Papers

Showing 24712480 of 14763 papers

TitleStatusHype
PIAFusion: A progressive infrared and visible image fusion network based on illumination awareCode1
Dissecting Self-Supervised Learning Methods for Surgical Computer VisionCode1
HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object DetectionCode1
PolarFormer: Multi-camera 3D Object Detection with Polar TransformerCode1
The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive PruningCode1
BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image SegmentationCode1
vMFNet: Compositionality Meets Domain-generalised SegmentationCode1
Explicitly incorporating spatial information to recurrent networks for agricultureCode1
Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub RobotCode1
Omni-Seg: A Scale-aware Dynamic Network for Renal Pathological Image SegmentationCode1
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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