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Papers Benchmarks Datasets Tasks

Depth-conditioned Image Generation research benchmarks · SOTA2 Research

Depth-conditioned Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

17.95FID

7

Jun 30, 2026

Depth Map (test)

T2I-Adapter + LISA

62.7FID

7

Jun 26, 2026

Nexus Prime Adapter

27.68CLIP Score

7

Feb 26, 2026

21.26FID

5

Jun 23, 2026

Modality Forcing

11.41FID

5

Jun 12, 2026

Conditional Generation Benchmark SD3-based

SD3 + ControlNet

29.27G-CLIP

3

Jun 2, 2026

Popular datasets

COCO MS-COCO OpenImages Depth Map Conditional Generation Benchmark

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