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Models/FireFlow

FireFlow

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· 2024-12-10
123.6
best: 9.92 (KV-Edit)
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
10-shot image generationonPIE-Bench
Background PSNR· 2024-12-10
23.03
best: 35.87 (KV-Edit)
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
10-shot image generationonPIE-Bench
CLIPSIM· 2024-12-10
26.02
best: 27.33 (FireFlow (Add Q))
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
10-shot image generationonPIE-Bench
Structure Distance· 2024-12-10
27.1
best: 70.9 (FireFlow (Add Q))
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
1 Image, 2*2 StitchionPIE-Bench
Background LPIPS· 2024-12-10
123.6
best: 9.92 (KV-Edit)
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
1 Image, 2*2 StitchionPIE-Bench
Background PSNR· 2024-12-10
23.03
best: 35.87 (KV-Edit)
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
1 Image, 2*2 StitchionPIE-Bench
CLIPSIM· 2024-12-10
26.02
best: 27.33 (FireFlow (Add Q))
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
1 Image, 2*2 StitchionPIE-Bench
Structure Distance· 2024-12-10
27.1
best: 70.9 (FireFlow (Add Q))
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517

Medical4 results

Image GenerationonPIE-Bench
Background LPIPS· 2024-12-10
123.6
best: 9.92 (KV-Edit)
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
Image GenerationonPIE-Bench
Background PSNR· 2024-12-10
23.03
best: 35.87 (KV-Edit)
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
Image GenerationonPIE-Bench
CLIPSIM· 2024-12-10
26.02
best: 27.33 (FireFlow (Add Q))
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
Image GenerationonPIE-Bench
Structure Distance· 2024-12-10
27.1
best: 70.9 (FireFlow (Add Q))
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517

Natural Language Processing4 results

Text-to-Image GenerationonPIE-Bench
Background LPIPS· 2024-12-10
123.6
best: 9.92 (KV-Edit)
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
Text-to-Image GenerationonPIE-Bench
Background PSNR· 2024-12-10
23.03
best: 35.87 (KV-Edit)
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
Text-to-Image GenerationonPIE-Bench
CLIPSIM· 2024-12-10
26.02
best: 27.33 (FireFlow (Add Q))
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517
Text-to-Image GenerationonPIE-Bench
Structure Distance· 2024-12-10
27.1
best: 70.9 (FireFlow (Add Q))
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing arXiv:2412.07517