SOTAVerified

Object Detection

Papers

Showing 94019425 of 10957 papers

TitleStatusHype
Res2Net: A New Multi-scale Backbone ArchitectureCode1
MVX-Net: Multimodal VoxelNet for 3D Object Detection0
Hyperparameter Optimization in Black-box Image Processing using Differentiable ProxiesCode0
Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against DefensesCode0
Precise Detection in Densely Packed ScenesCode1
Scene Graph Generation with External Knowledge and Image Reconstruction0
Weakly Supervised Object Detection with Segmentation Collaboration0
The RGB-D Triathlon: Towards Agile Visual Toolboxes for RobotsCode0
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-raysCode0
Learning More with Less: GAN-based Medical Image Augmentation0
SE2Net: Siamese Edge-Enhancement Network for Salient Object DetectionCode0
Local Aggregation for Unsupervised Learning of Visual EmbeddingsCode0
DNA: Deeply-supervised Nonlinear Aggregation for Salient Object DetectionCode0
Feature Intertwiner for Object DetectionCode0
Improving Object Detection with Inverted AttentionCode0
Road User Detection in VideosCode0
ThunderNet: Towards Real-time Generic Object DetectionCode0
SpaceNet MVOI: a Multi-View Overhead Imagery Dataset0
TensorMask: A Foundation for Dense Object SegmentationCode0
Learning 2D to 3D Lifting for Object Detection in 3D for Autonomous Vehicles0
Tightness-aware Evaluation Protocol for Scene Text DetectionCode0
Training Quantized Neural Networks with a Full-precision Auxiliary Module0
Accurate Monocular Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving0
RILOD: Near Real-Time Incremental Learning for Object Detection at the Edge0
Optimising the Input Image to Improve Visual Relationship Detection0
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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