Sim10k

Introduced by Johnson-Roberson et al. in Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?

SIM10k is a synthetic dataset containing 10,000 images, which is rendered from the video game Grand Theft Auto V (GTA5).

Source: Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation

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Task	Dataset Variant	Best Model
Unsupervised Domain Adaptation	SIM10K to Cityscapes	ALDI++
Unsupervised Domain Adaptation	SIM10K to BDD100K	CDN
Domain Adaptation	Sim10k	MILA

Paper	Code	Results	Date	Stars

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CFC-DAOD

Source: https://arxiv.org/pdf/1610.01983.pdf.