SOTAVerified

Object Detection

Papers

Showing 32763300 of 10957 papers

TitleStatusHype
Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection0
Pitch Contour Exploration Across Audio Domains: A Vision-Based Transfer Learning Approach0
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object DetectionCode0
MAMAT: 3D Mamba-Based Atmospheric Turbulence Removal and its Object Detection Capability0
Spatiotemporal Learning with Context-aware Video Tubelets for Ultrasound Video Analysis0
Which2comm: An Efficient Collaborative Perception Framework for 3D Object Detection0
Hi-ALPS -- An Experimental Robustness Quantification of Six LiDAR-based Object Detection Systems for Autonomous Driving0
Scoring, Remember, and Reference: Catching Camouflaged Objects in Videos0
R-LiViT: A LiDAR-Visual-Thermal Dataset Enabling Vulnerable Road User Focused Roadside Perception0
An Iterative Feedback Mechanism for Improving Natural Language Class Descriptions in Open-Vocabulary Object Detection0
Event-Based Crossing Dataset (EBCD)Code0
R2LDM: An Efficient 4D Radar Super-Resolution Framework Leveraging Diffusion Model0
Exploring Few-Shot Object Detection on Blood Smear Images: A Case Study of Leukocytes and Schistocytes0
Should we pre-train a decoder in contrastive learning for dense prediction tasks?0
You Only Look Once at Anytime (AnytimeYOLO): Analysis and Optimization of Early-Exits for Object-Detection0
Region Masking to Accelerate Video Processing on Neuromorphic Hardware0
MapGlue: Multimodal Remote Sensing Image MatchingCode0
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility in Autonomous Vehicles0
Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection0
Fine-Grained Open-Vocabulary Object Detection with Fined-Grained Prompts: Task, Dataset and Benchmark0
Test-Time Backdoor Detection for Object Detection Models0
DCA: Dividing and Conquering Amnesia in Incremental Object DetectionCode0
A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions0
A Revisit to the Decoder for Camouflaged Object Detection0
LED: LLM Enhanced Open-Vocabulary Object Detection without Human Curated Data GenerationCode0
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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