SOTAVerified

Object Detection

Papers

Showing 251260 of 10957 papers

TitleStatusHype
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object DetectionCode2
Few-Shot Adaptation of Grounding DINO for Agricultural Domain0
Multi-Object Tracking for Collision Avoidance Using Multiple Cameras in Open RAN Networks0
PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario0
From Broadcast to Minimap: Achieving State-of-the-Art SoccerNet Game State Reconstruction0
KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection0
Playing Non-Embedded Card-Based Games with Reinforcement LearningCode3
Inverse++: Vision-Centric 3D Semantic Occupancy Prediction Assisted with 3D Object DetectionCode0
Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object DetectionCode2
EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection0
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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