SOTAVerified

Semantic Segmentation

Papers

Showing 57265750 of 14763 papers

TitleStatusHype
CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic SegmentationCode2
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion ModelsCode0
3D Mitochondria Instance Segmentation with Spatio-Temporal TransformersCode1
Active Coarse-to-Fine Segmentation of Moveable Parts from Real Images0
CAFS: Class Adaptive Framework for Semi-Supervised Semantic SegmentationCode0
Learning Context-aware Classifier for Semantic SegmentationCode1
BoxSnake: Polygonal Instance Segmentation with Box SupervisionCode1
Probabilistic Domain Adaptation for Biomedical Image SegmentationCode0
Texture Learning Domain Randomization for Domain Generalized SegmentationCode1
Novel Class Discovery for 3D Point Cloud Semantic SegmentationCode1
Penalty-Based Imitation Learning With Cross Semantics Generation Sensor Fusion for Autonomous Driving0
Two-shot Video Object SegmentationCode1
Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer0
Object-Centric Slot DiffusionCode1
Semi-Automated Segmentation of Geoscientific Data Using Superpixels0
Neural Implicit Vision-Language Feature FieldsCode1
Semantic segmentation of surgical hyperspectral images under geometric domain shifts0
ScribbleSeg: Scribble-based Interactive Image Segmentation0
Reliability in Semantic Segmentation: Are We on the Right Track?Code1
Open-vocabulary Panoptic Segmentation with Embedding Modulation0
Robustifying Token Attention for Vision TransformersCode1
Weakly-Supervised Text Instance Segmentation0
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic SegmentationCode1
Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic GraspingCode0
Feature Alignment and Uniformity for Test Time AdaptationCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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