InsGen (DINOv2)

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical3 results

Image GenerationonFFHQ 256 x 256
Precision· 2021-06-08
0.64
best: 0.92 (LDM (DINOv2))
SOTA
Data-Efficient Instance Generation from Instance Discrimination arXiv:2106.04566
Image GenerationonFFHQ 256 x 256
Recall· 2021-06-08
0.13
best: 0.76 (LDM (DINOv2))
SOTA
Data-Efficient Instance Generation from Instance Discrimination arXiv:2106.04566
Image GenerationonFFHQ 256 x 256
FD· 2021-06-08
436.26
best: 592.26 (Projected-GAN (DINOv2))
Data-Efficient Instance Generation from Instance Discrimination arXiv:2106.04566