SOTAVerified

Object Detection

Papers

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Showing 4451–4500 of 10957 papers

TitleStatusHype
NMS Strikes BackCode2
Deep learning-based Subtyping of Atypical and Normal Mitoses using a Hierarchical Anchor-Free Object DetectorCode0
ALSO: Automotive Lidar Self-supervision by Occupancy estimationCode1
Joint Counting, Detection and Re-Identification for Multi-Object Tracking—0
Resolving Semantic Confusions for Improved Zero-Shot DetectionCode1
Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection—0
Recurrent Vision Transformers for Object Detection with Event CamerasCode2
General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments—0
Focal-PETR: Embracing Foreground for Efficient Multi-Camera 3D Object Detection—0
CamoFormer: Masked Separable Attention for Camouflaged Object DetectionCode1
Multi-Sem Fusion: Multimodal Semantic Fusion for 3D Object Detection—0
Source-free Depth for Object Pop-outCode1
SemanticBEVFusion: Rethink LiDAR-Camera Fusion in Unified Bird's-Eye View Representation for 3D Object Detection—0
Image-Based Fire Detection in Industrial Environments with YOLOv4—0
PACMAN: a framework for pulse oximeter digit detection and reading in a low-resource setting—0
Contrastive View Design Strategies to Enhance Robustness to Domain Shifts in Downstream Object Detection—0
Water Bottle Defect Detection System Using Convolutional Neural Network—0
Increasing pedestrian detection performance through weighting of detection impairing factors—0
Automated Level Crossing System: A Computer Vision Based Approach with Raspberry Pi Microcontroller—0
Evaluating Zero-cost Active Learning for Object Detection—0
The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object DetectionCode1
Towards Accurate Ground Plane Normal Estimation from Ego-MotionCode1
Deep Incubation: Training Large Models by Divide-and-ConqueringCode2
Adaptive Self-Training for Object DetectionCode1
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusionCode1
MLA-Net: Feature Pyramid Network with Multi-Level Local Attention for Object DetectionCode0
Framework-agnostic Semantically-aware Global Reasoning for Segmentation—0
Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs—0
Adaptive Testing of Computer Vision ModelsCode0
SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point CloudCode1
An advanced YOLOv3 method for small object detection—0
MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object DetectionCode1
PØDA: Prompt-driven Zero-shot Domain AdaptationCode1
Objects as Spatio-Temporal 2.5D points—0
Open World DETR: Transformer based Open World Object Detection—0
Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty—0
YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution DetectionCode1
Perceive, Interact, Predict: Learning Dynamic and Static Clues for End-to-End Motion Prediction—0
Real Time Incremental Image Mosaicking Without Use of Any Camera Parameter—0
DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection—0
Towards Scene Understanding for Autonomous Operations on Airport ApronsCode1
3D Object Aided Self-Supervised Monocular Depth Estimation—0
A PM2.5 concentration prediction framework with vehicle tracking system: From cause to effect—0
Synthesize Boundaries: A Boundary-aware Self-consistent Framework for Weakly Supervised Salient Object Detection—0
IDMS: Instance Depth for Multi-scale Monocular 3D Object Detection—0
PROB: Probabilistic Objectness for Open World Object DetectionCode1
Feature Aggregation and Propagation Network for Camouflaged Object DetectionCode1
Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-world—0
MIC: Masked Image Consistency for Context-Enhanced Domain AdaptationCode2
UIU-Net: U-Net in U-Net for Infrared Small Object DetectionCode1
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified