SOTAVerified

Object Detection

Papers

Showing 29312940 of 10957 papers

TitleStatusHype
Investigating the Robustness and Properties of Detection Transformers (DETR) Toward Difficult Images0
Aligning Data Selection with Performance: Performance-driven Reinforcement Learning for Active Learning in Object Detection0
Performance/power assessment of CNN packages on embedded automotive platforms0
LangNav: Language as a Perceptual Representation for Navigation0
Relational Prior Knowledge Graphs for Detection and Instance SegmentationCode1
Dual Radar: A Multi-modal Dataset with Dual 4D Radar for Autonomous DrivingCode1
PeP: a Point enhanced Painting method for unified point cloud tasks0
Impact of Label Types on Training SWIN Models with Overhead Imagery0
Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning0
Utilizing Synthetic Data for Medical Vision-Language Pre-training: Bypassing the Need for Real ImagesCode0
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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