Object Detection

Best model: RL [10] Lpixel

Best model: DNTR

Best model: Cascade RCNN (ConvNext-T, RAW pre-training)

Best model: Aquavision

Best model: hybrid incremental net

Best model: Cascade R-CNN (R50-FPN)

Best model: LeYOLO-Nano

Best model: MOAT-3 22K+1K

Best model: UniRepLKNet-XL++

Best model: Mr. DETR (Swin-L, 1x, 4scale)

Best model: RepPoints + Self-adaptation

Best model: Co-DETR

Best model: EVA

Best model: TridentNet

Best model: S-RCNN+Ours

Best model: IterDet (Faster RCNN, ResNet50, 2 iterations)

Best model: YOLOv5

Best model: GLIP-T

Best model: EfficientDet-D2

Best model: PNe within NGC1380 & NGC1404

Best model: Logo-Yolo

Best model: MiPa

Best model: ERGO-12

Best model: iGDINO MAC-SORT

Best model: KnowZRel

Best model: YOLOv8x

Best model: hybrid incremental net

Best model: YoloV8

Best model: PANet++

Best model: Co-DETR (single-scale)

Best model: YOLOX-L

Best model: PP-PicoDet-L

Best model: TarDAL

Best model: Mask2Former (R50)

Best model: BIRANet(RGB+Radar)

Best model: Grounding DINO 1.5 Pro

Best model: UGainS

Best model: Attention-based Joint Detection of Object and Semantic Part

Best model: TinyissimoYOLO-v8

Best model: DETReg (ours)

Best model: YOLOv7+Inner-IoU

Best model: Faster R-CNN

Best model: SynCo (ResNet-50) 200ep

Best model: MILA

Best model: CDDMSL

Best model: CAFR

Best model: MS-PAD

Best model: Relation-DETR (ResNet50 1x)

Best model: PGD-YOLOv8

Best model: Synth Pretrained Faster R-CNN ResNeXt-101-FPN

Best model: YOLOv8+SCALE

Best model: YOLO

Best model: Optim [39] Lpixel

Best model: Geo-trax

Best model: YOLT

Best model: MMPedestron

Best model: CDSSD

Best model: Swin-T (ImageNet-1k pretrain)

Best model: DetectoRS + LAEM

Best model: VSTAM

Best model: FFAVOD-SpotNet with U-Net

Best model: UniverseNet-20.08

Best model: GHOST

Best model: SSOD + Crop (L + U)

Best model: CZ Det.

Best model: YOLOv8-M

Best model: UniverseNet

Best model: YOLOX-L

Best model: LeapMotor_Det

Best model: IterDet (Faster RCNN, ResNet50, 2 iterations)