SOTAVerified

Scene Understanding

Scene understanding involves interpreting the visual information of a scene, including objects, their spatial relationships, and the overall layout. It goes beyond simple object recognition by considering the context and how objects relate to each other and the environment.

Papers

Showing 781790 of 1723 papers

TitleStatusHype
Video Token Sparsification for Efficient Multimodal LLMs in Autonomous Driving0
DAE-Fuse: An Adaptive Discriminative Autoencoder for Multi-Modality Image Fusion0
Relevance for Human Robot Collaboration0
Towards Localizing Structural Elements: Merging Geometrical Detection with Semantic Verification in RGB-D Data0
Loss Distillation via Gradient Matching for Point Cloud Completion with Weighted Chamfer DistanceCode0
TanDepth: Leveraging Global DEMs for Metric Monocular Depth Estimation in UAVs0
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image EnhancementCode0
Future Does Matter: Boosting 3D Object Detection with Temporal Motion Estimation in Point Cloud Sequences0
Optimizing 3D Gaussian Splatting for Sparse Viewpoint Scene Reconstruction0
Can LVLMs Obtain a Driver's License? A Benchmark Towards Reliable AGI for Autonomous Driving0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ACRV BaselineOMQ0.44Unverified
2Team VGAI (TCS Research)OMQ0.37Unverified
3Demo_semantic_SLAMOMQ0.11Unverified
#ModelMetricClaimedVerifiedStatus
1CPN(ResNet-101)Mean IoU46.3Unverified
#ModelMetricClaimedVerifiedStatus
1ACRV BaselineOMQ0.35Unverified