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

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Showing 1–10 of 283 papers

TitleStatusHype
ThermalDiffusion: Visual-to-Thermal Image-to-Image Translation for Autonomous Navigation—0
Scene Detection Policies and Keyframe Extraction Strategies for Large-Scale Video Analysis—0
JointDistill: Adaptive Multi-Task Distillation for Joint Depth Estimation and Scene Segmentation—0
FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization—0
ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term TrackingCode1
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections—0
Temporal Propagation of Asymmetric Feature Pyramid for Surgical Scene Segmentation—0
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation—0
The Coralscapes Dataset: Semantic Scene Understanding in Coral ReefsCode1
MammAlps: A multi-view video behavior monitoring dataset of wild mammals in the Swiss AlpsCode1
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All datasetsSUN-RGBDScanNetStreetHazardsMovieNetUAVid

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1UNetFormerCategory mIoU67.8—Unverified