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Controllable Generation Dataset

Benchmarks

Task NameDataset NameSOTA ResultTrend
Conditional GenerationControllable generation dataset ControlNet-supported 1.0
Self-sim0.134
8
Style and Content-conditioned image generationControllable Generation Dataset Style;Content (test)
CLIP Score0.2402
4
Segmentation map-conditioned image generationControllable Generation Dataset (test)
CLIP Score0.254
4
Depth map-conditioned image generationControllable Generation Dataset Depth (test)
CLIP Score0.2561
4
Human pose-conditioned image generationControllable Generation Dataset Pose (test)
CLIP Score0.2608
4
Canny edge-conditioned image generationControllable Generation Dataset Canny (test)
CLIP Score0.2539
4
HED boundary-conditioned image generationControllable Generation Dataset HED (test)
CLIP Score0.2556
3
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