SOTAVerified

Object Detection

Papers

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Showing 6826–6850 of 10957 papers

TitleStatusHype
PointAugmenting: Cross-Modal Augmentation for 3D Object Detection—0
Few-Shot Object Detection via Classification Refinement and Distractor Retreatment—0
Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss—0
Neural Auto-Exposure for High-Dynamic Range Object Detection—0
Restoring Extremely Dark Images in Real TimeCode0
Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object DetectionCode1
RankDetNet: Delving Into Ranking Constraints for Object Detection—0
Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection—0
Improving Multiple Object Tracking With Single Object Tracking—0
PVGNet: A Bottom-Up One-Stage 3D Object Detector With Integrated Multi-Level Features—0
Positive-Unlabeled Data Purification in the Wild for Object Detection—0
AdaZoom: Adaptive Zoom Network for Multi-Scale Object Detection in Large Scenes—0
Humble Teachers Teach Better Students for Semi-Supervised Object Detection—0
Cross Modality Knowledge Distillation for Multi-Modal Aerial View Object ClassificationCode0
Generate More Imperceptible Adversarial Examples for Object Detection—0
Bridging the Gap Between Object Detection and User Intent via Query-Modulation—0
Quantized Neural Networks via -1, +1 Encoding Decomposition and AccelerationCode0
Shape Prior Non-Uniform Sampling Guided Real-time Stereo 3D Object Detection—0
How to train your ViT? Data, Augmentation, and Regularization in Vision TransformersCode1
Toward Fault Detection in Industrial Welding Processes with Deep Learning and Data Augmentation—0
A Random CNN Sees Objects: One Inductive Bias of CNN and Its ApplicationsCode1
Dynamic Knowledge Distillation With Noise Elimination for RGB-D Salient Object Detection—0
XCiT: Cross-Covariance Image TransformersCode3
2nd Place Solution for Waymo Open Dataset Challenge -- Real-time 2D Object DetectionCode2
End-to-End Semi-Supervised Object Detection with Soft TeacherCode1
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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