ConceptMix
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Image Generation | ConceptMix k = 7 1.0 | Full Mark Score18.83 | 16 | |
| Text-to-Image Generation | ConceptMix k = 6 1.0 | Full Mark Score23.17 | 16 | |
| Text-to-Image Generation | ConceptMix k = 5 1.0 | Full Mark Score35.6 | 16 | |
| Text-to-Image Generation | ConceptMix k = 4 1.0 | Full Mark Score0.3947 | 16 | |
| Text-to-Image Generation | ConceptMix k = 3 1.0 | Full Mark Score57 | 16 | |
| Text-to-Image Generation | ConceptMix k = 2 1.0 | Full Mark Score70.63 | 16 | |
| Text-to-Image Generation | ConceptMix k = 1 1.0 | Full Mark Score84.1 | 16 | |
| Text-to-Image Generation | ConceptMix k=7 | Concept Fraction Score79.42 | 16 | |
| Text-to-Image Generation | ConceptMix k=6 | Concept Fraction Score79.17 | 16 | |
| Text-to-Image Generation | ConceptMix k=5 | Concept Fraction Score82.14 | 16 | |
| Text-to-Image Generation | ConceptMix k=4 | Concept Fraction Score81.93 | 16 | |
| Text-to-Image Generation | ConceptMix k=3 | Concept Fraction Score86.35 | 16 | |
| Text-to-Image Generation | ConceptMix k=2 | Concept Fraction Score88.5 | 16 | |
| Text-to-Image Generation | ConceptMix k=1 | Concept Fraction Score91.47 | 16 | |
| Multi-Instance Generation | ConceptMix k=7 | Success Rate8 | 5 | |
| Multi-Instance Generation | ConceptMix k=6 | Success Rate11 | 5 | |
| Multi-Instance Generation | ConceptMix k=5 | Success Rate17 | 5 |
Showing 17 of 17 rows