SOTAVerified

Object Detection

Papers

Showing 31013125 of 10957 papers

TitleStatusHype
YH-MINER: Multimodal Intelligent System for Natural Ecological Reef Metric Extraction0
The Meeseeks Mesh: Spatially Consistent 3D Adversarial Objects for BEV Detector0
Task-Driven Implicit Representations for Automated Design of LiDAR Systems0
VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and BeyondCode0
A Novel Shape-Aware Topological Representation for GPR Data with DNN Integration0
ADD-SLAM: Adaptive Dynamic Dense SLAM with Gaussian Splatting0
Underwater Diffusion Attention Network with Contrastive Language-Image Joint Learning for Underwater Image Enhancement0
VL-SAM-V2: Open-World Object Detection with General and Specific Query Fusion0
Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer AssistanceCode0
Mitigating Context Bias in Domain Adaptation for Object Detection using Mask Pooling0
SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond ClassificationCode0
RQR3D: Reparametrizing the regression targets for BEV-based 3D object detection0
Sampling Strategies for Efficient Training of Deep Learning Object Detection Algorithms0
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining0
CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving0
Self-Classification Enhancement and Correction for Weakly Supervised Object Detection0
MAFE R-CNN: Selecting More Samples to Learn Category-aware Features for Small Object Detection0
Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAPCode0
Detection of Underwater Multi-Targets Based on Self-Supervised Learning and Deformable Path Aggregation Feature Pyramid Network0
RAZER: Robust Accelerated Zero-Shot 3D Open-Vocabulary Panoptic Reconstruction with Spatio-Temporal Aggregation0
Multispectral Detection Transformer with Infrared-Centric Sensor FusionCode0
SNAP: A Benchmark for Testing the Effects of Capture Conditions on Fundamental Vision TasksCode0
InstanceBEV: Unifying Instance and BEV Representation for Global Modeling0
Safety2Drive: Safety-Critical Scenario Benchmark for the Evaluation of Autonomous Driving0
Scaling Vision Mamba Across Resolutions via Fractal Traversal0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified