SOTAVerified

Object Detection

Papers

Showing 901910 of 10957 papers

TitleStatusHype
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens DatasetsCode1
FashionFail: Addressing Failure Cases in Fashion Object Detection and SegmentationCode1
Training-free Boost for Open-Vocabulary Object Detection with Confidence AggregationCode1
Detecting Every Object from EventsCode1
Retrieval-Augmented Open-Vocabulary Object DetectionCode1
Better Monocular 3D Detectors with LiDAR from the PastCode1
MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object DetectionCode1
SCAResNet: A ResNet Variant Optimized for Tiny Object Detection in Transmission and Distribution TowersCode1
FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite ImageryCode1
TE-TAD: Towards Full End-to-End Temporal Action Detection via Time-Aligned Coordinate ExpressionCode1
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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