Instance Segmentation

Best model: OneFormer (DiNAT-L, single-scale)

Best model: RISE (VIT-B)

Best model: Mask Transfiner

Best model: PolyTransform

Best model: OpenSeeD( SwinL, single-scale)

Best model: Co-DETR

Best model: SparK (ConvNeXt V1-B Mask R-CNN)

Best model: ColorMAE-Green-ViTB-1600

Best model: Co-DETR

Best model: R3-CNN (ResNet-50-FPN, GC-Net)

Best model: Mask R-CNN ResNet-50 FPN

Best model: MogaNet-S (256x192)

Best model: BCNet

Best model: LeafMask

Best model: Co-DETR (single-scale)

Best model: TraDeS

Best model: SGPN-CNN

Best model: Swin-B + Cascade Mask R-CNN (tri-layer modelling)

Best model: IAM + SOLQ

Best model: VSR (Vison, Semantics and Relation Model)

Best model: YOLOv8-X

Best model: BB-UNet

Best model: WaterMask RCNN