SOTAVerified

Object Detection

Papers

Showing 19762000 of 10957 papers

TitleStatusHype
Camera clustering for scalable stream-based active distillationCode1
Watch Your Step: Optimal Retrieval for Continual Learning at Scale0
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark0
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens DatasetsCode1
Explainable Light-Weight Deep Learning Pipeline for Improved Drought Stress Identification0
VFMM3D: Releasing the Potential of Image by Vision Foundation Model for Monocular 3D Object Detection0
Coreset Selection for Object Detection0
Fusion-Mamba for Cross-modality Object Detection0
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection0
TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model0
BG-YOLO: A Bidirectional-Guided Method for Underwater Object Detection0
Shifting Spotlight for Co-supervision: A Simple yet Efficient Single-branch Network to See Through Camouflage0
MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image FusionCode2
Overcoming Scene Context Constraints for Object Detection in wild using DefiltersCode0
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning0
FashionFail: Addressing Failure Cases in Fashion Object Detection and SegmentationCode1
Training-free Boost for Open-Vocabulary Object Detection with Confidence AggregationCode1
ConsistencyDet: A Few-step Denoising Framework for Object Detection Using the Consistency ModelCode0
Exploiting Object-based and Segmentation-based Semantic Features for Deep Learning-based Indoor Scene Classification0
GLID: Pre-training a Generalist Encoder-Decoder Vision Model0
Separated Attention: An Improved Cycle GAN Based Under Water Image Enhancement Method0
SFSORT: Scene Features-based Simple Online Real-Time TrackerCode2
Simplifying Two-Stage Detectors for On-Device Inference in Remote Sensing0
Run-time Monitoring of 3D Object Detection in Automated Driving Systems Using Early Layer Neural Activation Patterns0
Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes0
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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