SOTAVerified

Object Detection

Papers

Showing 10011025 of 10957 papers

TitleStatusHype
Cached Transformers: Improving Transformers with Differentiable Memory CacheCode1
Object-Aware Domain Generalization for Object DetectionCode1
The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and BenchmarkCode1
CLIM: Contrastive Language-Image Mosaic for Region RepresentationCode1
PETDet: Proposal Enhancement for Two-Stage Fine-Grained Object DetectionCode1
Semantic-Aware Autoregressive Image Modeling for Visual Representation LearningCode1
Simple Image-level Classification Improves Open-vocabulary Object DetectionCode1
Not Every Side Is Equal: Localization Uncertainty Estimation for Semi-Supervised 3D Object DetectionCode1
Transformers in Unsupervised Structure-from-MotionCode1
FoMo-Bench: a multi-modal, multi-scale and multi-task Forest Monitoring Benchmark for remote sensing foundation modelsCode1
SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object DetectorCode1
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous ModalitiesCode1
PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object DetectionCode1
DualTeacher: Bridging Coexistence of Unlabelled Classes for Semi-supervised Incremental Object DetectionCode1
What, How, and When Should Object Detectors Update in Continually Changing Test Domains?Code1
Weakly Supervised 3D Object Detection via Multi-Level Visual GuidanceCode1
Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged ObjectsCode1
MaxQ: Multi-Axis Query for N:M Sparsity NetworkCode1
MedYOLO: A Medical Image Object Detection FrameworkCode1
Mixed Pseudo Labels for Semi-Supervised Object DetectionCode1
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object DiscoveryCode1
CholecTrack20: A Dataset for Multi-Class Multiple Tool Tracking in Laparoscopic SurgeryCode1
ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-Vocabulary Object DetectionCode1
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D DetectionCode1
SiCP: Simultaneous Individual and Cooperative Perception for 3D Object Detection in Connected and Automated VehiclesCode1
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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