SOTAVerified

Object Detection

Papers

Showing 28512860 of 10957 papers

TitleStatusHype
Omni-DETR: Omni-Supervised Object Detection with TransformersCode1
Detection of Furigana Text in ImagesCode1
On Calibration of Object Detectors: Pitfalls, Evaluation and BaselinesCode1
Diagnosing Human-object Interaction DetectorsCode1
Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object DetectionCode1
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding BoxCode1
Differentiable Model Scaling using Differentiable TopkCode1
InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV ImagesCode1
An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter OptimizationCode1
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection TasksCode1
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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