Text-to-Image Generation on LongTextBench (CLIP, FID, Acc, Prec, Recall, F1)
9.08F1DataEvolver
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DataEvolverGenerator=PixArt-α, Data Budget=0.75M2026.06 | 9.08 | 0.196 | — | 6.92 | 13.22 | 6.92 | |
| DataEvolverGenerator=PixArt-α, Data Budget=0.75M2026.06 | 9.08 | — | — | — | — | — | |
| DataEvolverGenerator=PixArt-α, Data Budget=0.5M2026.06 | 8.35 | — | — | — | — | — | |
| MARIOGenerator=PixArt-α, Data Budget=0.75M2026.06 | 6.71 | 0.194 | — | 4.48 | 13.35 | 4.48 | |
| MARIOGenerator=PixArt-α, Data Budget=0.75M2026.06 | 6.71 | — | — | — | — | — | |
| MARIOGenerator=PixArt-α, Data Budget=0.5M2026.06 | 5.76 | — | — | — | — | — | |
| DataEvolverGenerator=PixArt-α, Data Budget=0.25M2026.06 | 4.04 | — | — | — | — | — | |
| DataEvolverGenerator=PixArt-α, Data Budget=0.1M2026.06 | 2.16 | — | — | — | — | — | |
| MARIOGenerator=PixArt-α, Data Budget=0.25M2026.06 | 1.08 | — | — | — | — | — | |
| MARIOGenerator=PixArt-α, Data Budget=0.1M2026.06 | 0.79 | — | — | — | — | — | |
| AnyWordGenerator=PixArt-α, Data Budget=0.75M2026.06 | 0.54 | 0.209 | — | 0.3 | 2.77 | 0.3 | |
| AnyWordGenerator=PixArt-α, Data Budget=0.75M2026.06 | 0.54 | — | — | — | — | — | |
| AnyWordGenerator=PixArt-α, Data Budget=0.5M2026.06 | 0.47 | — | — | — | — | — | |
| DataEvolverGenerator=Show-o2, Data Budget=0.75M2026.06 | 0.44 | 0.211 | — | 0.23 | 4.5 | 0.23 | |
| DataEvolverGenerator=Show-o, Data Budget=0.75M2026.06 | 0.44 | — | — | — | — | — | |
| DataEvolverGenerator=Show-o, Data Budget=0.5M2026.06 | 0.36 | — | — | — | — | — | |
| DataEvolverGenerator=Show-o, Data Budget=0.25M2026.06 | 0.3 | — | — | — | — | — | |
| AnyWordGenerator=PixArt-α, Data Budget=0.1M2026.06 | 0.28 | — | — | — | — | — | |
| MARIOGenerator=Show-o2, Data Budget=0.75M2026.06 | 0.27 | 0.21 | — | 0.14 | 3.6 | 0.14 | |
| MARIOGenerator=Show-o, Data Budget=0.75M2026.06 | 0.27 | — | — | — | — | — | |
| MARIOGenerator=Show-o, Data Budget=0.5M2026.06 | 0.23 | — | — | — | — | — | |
| AnyWordGenerator=Show-o2, Data Budget=0.75M2026.06 | 0.21 | 0.206 | — | 0.11 | 4 | 0.11 | |
| AnyWordGenerator=PixArt-α, Data Budget=0.25M2026.06 | 0.21 | — | — | — | — | — | |
| AnyWordGenerator=Show-o, Data Budget=0.75M2026.06 | 0.21 | — | — | — | — | — | |
| AnyWordGenerator=Show-o, Data Budget=0.5M2026.06 | 0.18 | — | — | — | — | — | |
| DataEvolverGenerator=Show-o, Data Budget=0.1M2026.06 | 0.18 | — | — | — | — | — | |
| AnyWordGenerator=Show-o, Data Budget=0.25M2026.06 | 0.14 | — | — | — | — | — | |
| MARIOGenerator=Show-o, Data Budget=0.25M2026.06 | 0.13 | — | — | — | — | — | |
| AnyWordGenerator=Show-o, Data Budget=0.1M2026.06 | 0.05 | — | — | — | — | — | |
| MARIOGenerator=Show-o, Data Budget=0.1M2026.06 | 0.04 | — | — | — | — | — |