SOTAVerified

Scene Segmentation

Scene segmentation is the task of splitting a scene into its various object components.

Image adapted from Temporally coherent 4D reconstruction of complex dynamic scenes.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–100 of 283 papers

TitleStatusHype
The Coralscapes Dataset: Semantic Scene Understanding in Coral ReefsCode1
Efficient Movie Scene Detection using State-Space TransformersCode1
Boundary-aware Self-supervised Learning for Video Scene SegmentationCode1
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained ModelsCode1
Panoptic SegmentationCode1
Deep intra-operative illumination calibration of hyperspectral cameras—0
DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation—0
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception—0
CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM—0
Autonomous Marker-less Rapid Aerial Grasping—0
A Fully-Connected Layered Model of Foreground and Background Flow—0
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation—0
Cross-CBAM: A Lightweight network for Scene Segmentation—0
Automatic video scene segmentation based on spatial-temporal clues and rhythm—0
Aerial-PASS: Panoramic Annular Scene Segmentation in Drone Videos—0
Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation—0
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation—0
Individuation of 3D perceptual units from neurogeometry of binocular cells—0
Indoor Point Cloud Segmentation Using Iterative Gaussian Mapping and Improved Model Fitting—0
Multimodal Fusion and Coherence Modeling for Video Topic Segmentation—0
Attention Discriminant Sampling for Point Clouds—0
Improved Convex Decomposition with Ensembling and Boolean Primitives—0
Contrastive Gaussian Clustering: Weakly Supervised 3D Scene Segmentation—0
Arthroscopic Multi-Spectral Scene Segmentation Using Deep Learning—0
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation—0
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All datasetsSUN-RGBDScanNetStreetHazardsMovieNetUAVid

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ICMMean IoU50.6—Unverified
2Index NetworkMean IoU33.48—Unverified
3DeepLab-LargeFOVMean IoU32.08—Unverified
4SegNetMean IoU31.84—Unverified
5FCNMean IoU27.39—Unverified
#ModelMetricClaimedVerifiedStatus
13DMVAverage Accuracy75—Unverified
2KPConv3DIoU68.6—Unverified
3PointNet++Average Accuracy60.2—Unverified
#ModelMetricClaimedVerifiedStatus
1Mask2AnomalyOpen-mIoU59.8—Unverified
2LDN121-RPLOpen-mIoU56.3—Unverified
3LDN121-DenseHybridOpen-mIoU45.8—Unverified
#ModelMetricClaimedVerifiedStatus
1NeighborNetAP71.9—Unverified
2TranS4merAP60.78—Unverified
#ModelMetricClaimedVerifiedStatus
1UNetFormerCategory mIoU67.8—Unverified