SOTAVerified

Object Detection

Papers

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Showing 3171–3180 of 10957 papers

TitleStatusHype
Learning to Upsample by Learning to SampleCode1
Ego-Motion Estimation and Dynamic Motion Separation from 3D Point Clouds for Accumulating Data and Improving 3D Object Detection—0
Generative Model for Models: Rapid DNN Customization for Diverse Tasks and Resource Constraints—0
Enhancing Robot Learning through Learned Human-Attention Feature MapsCode0
Few-Shot Object Detection via Synthetic Features with Optimal TransportCode1
On the Robustness of Object Detection Models on Aerial ImagesCode1
Improving the performance of object detection by preserving label distributionCode0
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object DetectionCode1
Group Regression for Query Based Object Detection and Tracking—0
PanoSwin: a Pano-style Swin Transformer for Panorama Understanding—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified