SOTAVerified

Object Detection

Papers

Showing 23612370 of 10957 papers

TitleStatusHype
DAC-DETR: Divide the Attention Layers and ConquerCode1
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic SegmentationCode1
Contrastive Masked Autoencoders are Stronger Vision LearnersCode1
A Gated Cross-domain Collaborative Network for Underwater Object DetectionCode1
Augmented Box Replay: Overcoming Foreground Shift for Incremental Object DetectionCode1
Instance Semantic Segmentation Benefits from Generative Adversarial NetworksCode1
DSLA: Dynamic smooth label assignment for efficient anchor-free object detectionCode1
GeNAS: Neural Architecture Search with Better GeneralizationCode1
DAFNe: A One-Stage Anchor-Free Approach for Oriented Object DetectionCode1
DualConv: Dual Convolutional Kernels for Lightweight Deep Neural NetworksCode1
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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