Text-to-Image Generation on T2I-CompBench (Aesthetic Quality & Preference)
83Aesthetic Quality ScoreABACUS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ABACUSMethod Category=VLM-based Count Generation2026.06 | 83 | 79 | 41 | |
| UniLIP-3BMethod Category=VLM-based Count Generation2026.06 | 69 | 61 | 15 | |
| Janus Pro-7BMethod Category=VLM-based Count Generation2026.06 | 52 | 47 | 10 | |
| CountGenMethod Category=Specialist Count Generation2026.06 | 50 | 50 | 18 | |
| BAGELMethod Category=VLM-based Count Generation2026.06 | 48 | 45 | 12 | |
| Counting GuidanceMethod Category=Specialist Count Generation2026.06 | 10 | 12 | 2 | |
| BoundedAttnMethod Category=Specialist Count Generation2026.06 | 8 | 13 | 2 |