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 471480 of 1723 papers

TitleStatusHype
LLaVA-SpaceSGG: Visual Instruct Tuning for Open-vocabulary Scene Graph Generation with Enhanced Spatial RelationsCode1
Polysemy Deciphering Network for Human-Object Interaction DetectionCode1
ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic SegmentationCode1
OvarNet: Towards Open-vocabulary Object Attribute RecognitionCode1
EndoChat: Grounded Multimodal Large Language Model for Endoscopic SurgeryCode1
OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data SynthesisCode1
P2T: Pyramid Pooling Transformer for Scene UnderstandingCode1
P3Depth: Monocular Depth Estimation with a Piecewise Planarity PriorCode1
RSUD20K: A Dataset for Road Scene Understanding In Autonomous DrivingCode1
PENet: A Joint Panoptic Edge Detection NetworkCode0
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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