SOTAVerified

Object Detection

Papers

Showing 22612270 of 10957 papers

TitleStatusHype
Estimating and Evaluating Regression Predictive Uncertainty in Deep Object DetectorsCode1
DOLPHINS: Dataset for Collaborative Perception enabled Harmonious and Interconnected Self-drivingCode1
Cross-domain Few-shot Object Detection with Multi-modal Textual EnrichmentCode1
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch AttacksCode1
Cross Domain Object Detection by Target-Perceived Dual Branch DistillationCode1
Event-based Spiking Neural Networks for Object Detection: A Review of Datasets, Architectures, Learning Rules, and ImplementationCode1
Cross-Domain Adaptive Teacher for Object DetectionCode1
EvRT-DETR: Latent Space Adaptation of Image Detectors for Event-based VisionCode1
MTTrans: Cross-Domain Object Detection with Mean-Teacher TransformerCode1
Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy WeatherCode1
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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