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Models/Negative-Prompt Inversion+Prompt-to-Prompt

Negative-Prompt Inversion+Prompt-to-Prompt

Reported on 16 benchmarks across 4 tasks · 1 paper

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

Audio8 results

10-shot image generationonPIE-Bench
Background LPIPS· 2023-05-26
69.01
best: 9.92 (KV-Edit)
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
10-shot image generationonPIE-Bench
Background PSNR· 2023-05-26
26.21
best: 35.87 (KV-Edit)
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
10-shot image generationonPIE-Bench
CLIPSIM· 2023-05-26
24.61
best: 27.33 (FireFlow (Add Q))
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
10-shot image generationonPIE-Bench
Structure Distance· 2023-05-26
16.17
best: 70.9 (FireFlow (Add Q))
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
1 Image, 2*2 StitchionPIE-Bench
Background LPIPS· 2023-05-26
69.01
best: 9.92 (KV-Edit)
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
1 Image, 2*2 StitchionPIE-Bench
Background PSNR· 2023-05-26
26.21
best: 35.87 (KV-Edit)
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
1 Image, 2*2 StitchionPIE-Bench
CLIPSIM· 2023-05-26
24.61
best: 27.33 (FireFlow (Add Q))
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
1 Image, 2*2 StitchionPIE-Bench
Structure Distance· 2023-05-26
16.17
best: 70.9 (FireFlow (Add Q))
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807

Medical4 results

Image GenerationonPIE-Bench
Background LPIPS· 2023-05-26
69.01
best: 9.92 (KV-Edit)
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
Image GenerationonPIE-Bench
Background PSNR· 2023-05-26
26.21
best: 35.87 (KV-Edit)
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
Image GenerationonPIE-Bench
CLIPSIM· 2023-05-26
24.61
best: 27.33 (FireFlow (Add Q))
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
Image GenerationonPIE-Bench
Structure Distance· 2023-05-26
16.17
best: 70.9 (FireFlow (Add Q))
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807

Natural Language Processing4 results

Text-to-Image GenerationonPIE-Bench
Background LPIPS· 2023-05-26
69.01
best: 9.92 (KV-Edit)
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
Text-to-Image GenerationonPIE-Bench
Background PSNR· 2023-05-26
26.21
best: 35.87 (KV-Edit)
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
Text-to-Image GenerationonPIE-Bench
CLIPSIM· 2023-05-26
24.61
best: 27.33 (FireFlow (Add Q))
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807
Text-to-Image GenerationonPIE-Bench
Structure Distance· 2023-05-26
16.17
best: 70.9 (FireFlow (Add Q))
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models arXiv:2305.16807