Semantic Segmentation

Best model: Cloud-Net+

Best model: ScribFormer

Best model: ONE-PEACE

Best model: SeMask (SeMask Swin-L MSFaPN-Mask2Former)

Best model: Unet++(ResNet-50)

Best model: ICT-Net

Best model: ERFNet-IntRA-KD (ours)

Best model: BIM-Net

Best model: Erfani et al.

Best model: FasterSeg

Best model: SERNet-Former_v2

Best model: PSPNet + CascadePSP

Best model: uNetXST

Best model: SERNet-Former

Best model: UPerNet (RN50)

Best model: VLTSeg

Best model: SPFNet34M

Best model: SERNet-Former

Best model: EfficientSeg

Best model: Cleargrasp

Best model: Deeplab v2

Best model: DiffSeg (512)

Best model: SegFormer-B5 (Single Scale)

Best model: FPN EfficientNet-B4

Best model: MMUDA

Best model: Refign (HRDA)

Best model: CAFuser-CAA

Best model: GeminiFusion

Best model: Trans4PASS (multi-scale)

Best model: U-Net

Best model: DLv3+ (Xception65)

Best model: CMNeXt

Best model: MoCo V2 Surg SSL - DeepLabv3+ head

Best model: Bimodal SegNet

Best model: Ensemble-04 MiT-0 MiT-1 RNX-1 RNX-2

Best model: MMSFormer (RGB-Infrared)

Best model: FoodSAM

Best model: Unet+RN34

Best model: FP4S

Best model: SSMA

Best model: TIMF

Best model: VOLO-D5

Best model: MFSNet

Best model: TEC (ViT-B/16, 224x224, SSL+FT, mmseg)

Best model: UANet(PVT-V2-B2)

Best model: SegNeXt-L

Best model: AerialFormer-B

Best model: LSKNet-T

Best model: CMX (RGB-Depth)

Best model: RPVNet [xu2021rpvnet]

Best model: DoubleUNet

Best model: KNet (Swin-T)

Best model: SOLIDER

Best model: SMMCL (SegNeXt-B)

Best model: Nearest Latent Neighbours

Best model: UNet3D

Best model: UNetFormer

Best model: UVid-Net

Best model: AO-SegNet

Best model: SFSS-MMSI (RGB+Depth)

Best model: StitchFusion (RGB-A-D-N)

Best model: ShareCMP (B2 RGB-A-D)

Best model: WaferSegClassNet

Best model: TADP

Best model: DiffusionMMS (DAT++-S)

Best model: RITnet

Best model: SenFormer (Swin-L)

Best model: SegCLIP

Best model: GALDNet

Best model: Plugin network

Best model: WASPnet-CRF (ours)

Best model: EfficientNet-L2+NAS-FPN (single scale test, with self-training)

Best model: U-TAE

Best model: MobileUNETR

Best model: CMNeXt

Best model: HCMUS-CPS-DLU-Net

Best model: GA-Nav

Best model: LabelMaker

Best model: GA-Nav

Best model: Sonata + PTv3

Best model: PointNet

Best model: Floors are Flat

Best model: CMX

Best model: Feature Geometric Net

Best model: SGPN

Best model: RBE2E

Best model: MAE+MTP(ViT-L)

Best model: CMX (RGB-HYPER)

Best model: Trans4PASS+ (Supervised + Small + MS)

Best model: UNet

Best model: GeminiFusion (Swin-Large)

Best model: ACLNet

Best model: Trans4PASS+

Best model: CGA-Net

Best model: SSMA

Best model: HRDA + PiPa

Best model: SA-Gate

Best model: SA-Gate

Best model: EyeNet

Best model: Trans4Trans (M)

Best model: LSKNet-S

Best model: ShareCMP (B2 RGB-FP)

Best model: CMNeXt (RGB-LF80)

Best model: HRNet-48

Best model: EPYNET

Best model: Segformer-B2

Best model: ShareCMP (B4 RGB-FP)