notesum.ai
Published at December 6The Silent Prompt: Initial Noise as Implicit Guidance for Goal-Driven Image Generation
cs.CV
Released Date: December 6, 2024
Authors: Ruoyu Wang1, Huayang Huang1, Ye Zhu2, Olga Russakovsky2, Yu Wu1
Aff.: 1Wuhan University; 2Princeton University

| Dataset | Noise | ImageReward | PickScore | HPS v2 | CLIPScore |
|---|---|---|---|---|---|
| DrawBench [36] | Random Noise | 0.1184 | 21.3309 | 0.2493 | 0.3113 |
| NoiseQuery (CLIP) | 0.2632 | 21.4616 | 0.2539 | 0.3168 | |
| NoiseQuery (BLIP) | 0.2563 | 21.3608 | 0.2501 | 0.3149 | |
| MSCOCO [20] | Random Noise | 0.3633 | 21.7211 | 0.2658 | 0.3140 |
| NoiseQuery (CLIP) | 0.3702 | 21.7349 | 0.2658 | 0.3174 | |
| NoiseQuery (BLIP) | 0.4428 | 21.7577 | 0.2682 | 0.3150 |