SOTAVerified

Object Detection

Papers

Showing 251260 of 10957 papers

TitleStatusHype
Attention Mechanisms in Computer Vision: A SurveyCode2
DQ-DETR: DETR with Dynamic Query for Tiny Object DetectionCode2
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionCode2
Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and BeyondCode2
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
Dilated Neighborhood Attention TransformerCode2
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
DiffusionTrack: Diffusion Model For Multi-Object TrackingCode2
DSVT: Dynamic Sparse Voxel Transformer with Rotated SetsCode2
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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