SOTAVerified

Object Detection

Papers

Showing 791800 of 10957 papers

TitleStatusHype
FlexEvent: Towards Flexible Event-Frame Object Detection at Varying Operational Frequencies0
EMOv2: Pushing 5M Vision Model FrontierCode2
Tiny Object Detection with Single Point Supervision0
Real-Time 3D Object Detection Using InnovizOne LiDAR and Low-Power Hailo-8 AI AcceleratorCode0
Rethinking Annotation for Object Detection: Is Annotating Small-size Instances Worth Its Cost?0
Action Recognition based Industrial Safety Violation Detection0
FogROS2-FT: Fault Tolerant Cloud Robotics0
YOLOv5-Based Object Detection for Emergency Response in Aerial Imagery0
Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection0
From classical techniques to convolution-based models: A review of object detection algorithms0
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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