SOTAVerified

Object Detection

Papers

Showing 14111420 of 10957 papers

TitleStatusHype
Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object DetectionCode1
Aligning Bird-Eye View Representation of Point Cloud Sequences using Scene FlowCode1
Dense RepPoints: Representing Visual Objects with Dense Point SetsCode1
Depth-Aware Concealed Crop Detection in Dense Agricultural ScenesCode1
Densely Nested Top-Down Flows for Salient Object DetectionCode1
Aligning Bag of Regions for Open-Vocabulary Object DetectionCode1
BEV-MAE: Bird's Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving ScenariosCode1
Estimating and Evaluating Regression Predictive Uncertainty in Deep Object DetectorsCode1
Dense Nested Attention Network for Infrared Small Target DetectionCode1
3D Video Object Detection with Learnable Object-Centric Global OptimizationCode1
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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