SOTAVerified

Object Detection

Papers

Showing 16111620 of 10957 papers

TitleStatusHype
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale PerceptionCode1
A Dataset for Provident Vehicle Detection at NightCode1
DropLoss for Long-Tail Instance SegmentationCode1
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN TrainingCode1
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder TransformersCode1
DSLA: Dynamic smooth label assignment for efficient anchor-free object detectionCode1
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural NetworksCode1
An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification With Underwater Acoustic DataCode1
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against CorruptionsCode1
AutoAssign: Differentiable Label Assignment for Dense Object DetectionCode1
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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