SOTAVerified

Object Detection

Papers

Showing 51765200 of 10957 papers

TitleStatusHype
Lost in Translation: When GPT-4V(ision) Can't See Eye to Eye with Text. A Vision-Language-Consistency Analysis of VLLMs and Beyond0
DT/MARS-CycleGAN: Improved Object Detection for MARS Phenotyping Robot0
RTNH+: Enhanced 4D Radar Object Detection Network using Combined CFAR-based Two-level Preprocessing and Vertical Encoding0
VST++: Efficient and Stronger Visual Saliency Transformer0
Learning from Rich Semantics and Coarse Locations for Long-tailed Object DetectionCode0
Multi Self-supervised Pre-fine-tuned Transformer Fusion for Better Intelligent Transportation Detection0
An empirical study of automatic wildlife detection using drone thermal imaging and object detection0
Language Models as Zero-Shot Trajectory Generators0
A Non-monotonic Smooth Activation Function0
Multimodal Object Query Initialization for 3D Object Detection0
A Machine Learning-based Algorithm for Automated Detection of Frequency-based Events in Recorded Time Series of Sensor Data0
Mask wearing object detection algorithm based on improved YOLOv50
Towards Open-World Co-Salient Object Detection with Generative Uncertainty-aware Group Selective Exchange-MaskingCode0
Object Detection in Aerial Images in Scarce Data Regimes0
MAC: ModAlity Calibration for Object Detection0
Detecting Moving Objects Using a Novel Optical-Flow-Based Range-Independent Invariant0
Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context0
Efficient Apple Maturity and Damage Assessment: A Lightweight Detection Model with GAN and Attention Mechanism0
Incremental Object Detection with CLIP0
MEMTRACK: A Deep Learning-Based Approach to Microrobot Tracking in Dense and Low-Contrast EnvironmentsCode0
VCL Challenges 2023 at ICCV 2023 Technical Report: Bi-level Adaptation Method for Test-time Adaptive Object Detection0
A Spatial-Temporal Dual-Mode Mixed Flow Network for Panoramic Video Salient Object Detection0
Extended target tracking utilizing machine-learning software -- with applications to animal classification0
Aligning Data Selection with Performance: Performance-driven Reinforcement Learning for Active Learning in Object Detection0
Investigating the Robustness and Properties of Detection Transformers (DETR) Toward Difficult Images0
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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