Text-to-image generation on DPGBench (Overall)
86.58DPGBench Overall ScoreSeGroS
Evaluation Results
| Method | Links | |
|---|---|---|
| SeGroSUMM=Harmon-1.5B, Fine-Tuning Dataset=BLIP3o-60k Dataset2026.03 | 86.58 | |
| RecaUMM=Harmon-1.5B, Fine-Tuning Dataset=BLIP3o-60k Dataset2026.03 | 86.5 | |
| SFT*UMM=Harmon-1.5B, Fine-Tuning Dataset=BLIP3o-60k Dataset2026.03 | 85.6 | |
| SeGroSUMM=Harmon-0.5B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 85.4 | |
| SeGroSUMM=Show-o-512, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 85.18 | |
| RecaUMM=Show-o-512, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 84.94 | |
| RecaUMM=Harmon-0.5B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 84.67 | |
| SeGroSUMM=OpenUni-3.6B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 83.37 | |
| RecaUMM=OpenUni-3.6B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 82.75 | |
| SFT*UMM=Harmon-0.5B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 82.5 | |
| w/o SFTUMM=Show-o-512, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 82.21 | |
| SFT*UMM=Show-o-512, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 81.8 | |
| SeGroSUMM=OpenUni-1.6B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 81.33 | |
| w/o SFTUMM=Harmon-1.5B, Fine-Tuning Dataset=BLIP3o-60k Dataset2026.03 | 80.93 | |
| RecaUMM=OpenUni-1.6B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 80.45 | |
| SFT*UMM=OpenUni-3.6B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 80.45 | |
| w/o SFTUMM=Harmon-0.5B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 80.12 | |
| SFT*UMM=OpenUni-1.6B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 79.7 | |
| w/o SFTUMM=OpenUni-3.6B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 79.02 | |
| SeGroSUMM=Show-o-256, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 76.52 | |
| w/o SFTUMM=OpenUni-1.6B, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 76.29 | |
| RecaUMM=Show-o-256, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 75.7 | |
| SFT*UMM=Show-o-256, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 74.6 | |
| w/o SFTUMM=Show-o-256, Fine-Tuning Dataset=MidjourneyV6 Dataset2026.03 | 70.65 |