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ResearchFormerly WizWand

Object Detection on Sim10k to Cityscapes (S2C)

71.2mAPRT-SFOD
36.8845.7954.763.61Nov 23, 2023Apr 29, 2024Oct 4, 2024Mar 12, 2025Aug 17, 2025Jan 22, 2026Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
RT-SFODCat.=SFOD, Base=YOLOv10L2026.0671.2
SF-YOLOCat.=SFOD, Base=YOLOv5L2026.0669.8
Oracle2023.1168.9
VFMCat.=SFOD, Base=DefDETR2026.0667.4
DA-AdaBackbone=CLIP-based2024.1067.3
DA-Ada2024.1067.3
SEEN-DACat.=UDA, Base=FRCNN2026.0666.8
RT-SFODCat.=SFOD, Base=YOLOv10M2026.0666.4
HT2024.1065.5
HT2024.1065.5
DATRCat.=UDA, Base=DETR2026.0664.3
FRANCKCat.=SFOD, Base=DefDETR2026.0663.1
DA-ProBackbone=CLIP-based2024.1062.9
DA-Pro2024.1062.9
RT-SFODCat.=SFOD, Base=YOLOv10S2026.0659.8
OADA2024.1059.2
FALCONCat.=SFOD, Base=FRCNN2026.0658.8
DRUCat.=SFOD, Base=DefDETR2026.0658.7
CIGAR2024.1058.5
CIGAR2024.1058.5
D2-UDA2024.1058.1
D2-UDA2024.1058.1
PETS2023.1157.8
CSDA2024.1057.8
CSDA2024.1057.8
PETSCat.=SFOD, Base=FRCNN2026.0657.8
SIGMA++2024.1057.7
SIGMA++2024.1057.7
SF-YOLOCat.=SFOD, Base=YOLOv5S2026.0657.7
YOLOv10LCat.=S, Base=YOLOv10L2026.0656.5
NSA-UDA2024.1056.3
NSA-UDA2024.1056.3
SimpleCat.=SFOD, Base=FRCNN2026.0655.4
SIGMA2024.1053.7
YOLOv10MCat.=S, Base=YOLOv10M2026.0653.5
SCAN2024.1052.6
YOLOv10SCat.=S, Base=YOLOv10S2026.0651.2
LPLDCat.=SFOD, Base=FRCNN2026.0649.4
SAD2024.1049.2
CR-DA-DET2023.1146.1
IRGCat.=SFOD, Base=FRCNN2026.0645.2
MEGA-CDA2023.1144.8
MEGA2024.1044.8
DSS2024.1044.5
DDF2024.1044.3
A2SFOD2023.1144
IRG2023.1143.2
SEDconfig=Mosaic2023.1143.1
UMT2023.1143.1
NL2023.1143
HTCN2023.1142.5
SED2023.1142.3
AT-Faster2023.1142.1
MAF2023.1141.1
Source only2023.1140.5
DA-Faster2024.1038.2
DA-Faster2024.1038.2