SOTAVerified

Object Detection

Papers

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Showing 5101–5125 of 10957 papers

TitleStatusHype
DRUformer: Enhancing the driving scene Important object detection with driving relationship self-understanding—0
Automatized Self-Supervised Learning for Skin Lesion Screening—0
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics—0
Fight Fire with Fire: Combating Adversarial Patch Attacks using Pattern-randomized Defensive PatchesCode0
Refining the ONCE Benchmark with Hyperparameter Tuning—0
Deep learning for 3D Object Detection and Tracking in Autonomous Driving: A Brief Survey—0
Improved Pothole Detection Using YOLOv7 and ESRGANCode0
Towards A Unified Neural Architecture for Visual Recognition and Reasoning—0
TransReg: Cross-transformer as auto-registration module for multi-view mammogram mass detection—0
Reducing the Side-Effects of Oscillations in Training of Quantized YOLO Networks—0
Deep learning in computed tomography pulmonary angiography imaging: a dual-pronged approach for pulmonary embolism detection—0
Object-centric Cross-modal Feature Distillation for Event-based Object Detection—0
Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning—0
S^3AD: Semi-supervised Small Apple Detection in Orchard Environments—0
Towards Few-Annotation Learning in Computer Vision: Application to Image Classification and Object Detection tasks—0
Learning Discriminative Features for Crowd Counting—0
SODAWideNet -- Salient Object Detection with an Attention augmented Wide Encoder Decoder network without ImageNet pre-trainingCode0
Free-Space Optical Spiking Neural Network—0
3DifFusionDet: Diffusion Model for 3D Object Detection with Robust LiDAR-Camera Fusion—0
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features—0
Image change detection with only a few samples—0
Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated dataCode0
FusionViT: Hierarchical 3D Object Detection via LiDAR-Camera Vision Transformer Fusion—0
mmFUSION: Multimodal Fusion for 3D Objects Detection—0
Segmentation of Drone Collision Hazards in Airborne RADAR Point Clouds Using PointNet—0
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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