# Text-to-Image Generation on DrawBench (VS, ImageReward, ClipScore, SPP) Source: [Text-to-Image Generation on DrawBench (VS, ImageReward, ClipScore, SPP)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:04.807Z Evaluation of Text-to-Image generation models on the DrawBench dataset, focusing on performance measured by VS, ImageReward, ClipScore, and SPP metrics. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Text-to-Image Generation | | Dataset (including any stated split) | DrawBench | | Metric | VS | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [VS](): Higher is better; unit: SCALAR. - [ImageReward](): Higher is better; unit: SCALAR. - [ClipScore](): Higher is better; unit: SCALAR. - [SPP](): Higher is better; unit: SCALAR. ## Recorded results | Method | VS | Result date | Report paper | | --- | --- | --- | --- | | GASS | 8.847 | Not recorded | 6997ea7209c33900fcd76506 | | CADS | 8.784 | Not recorded | 6997ea7209c33900fcd76506 | | IG | 8.761 | Not recorded | 6997ea7209c33900fcd76506 | | SPELL | 8.726 | Not recorded | 6997ea7209c33900fcd76506 | | PG | 8.637 | Not recorded | 6997ea7209c33900fcd76506 | | Vanilla Guidance (CFG) | 8.599 | Not recorded | 6997ea7209c33900fcd76506 | | GASS | 8.212 | Not recorded | 6997ea7209c33900fcd76506 | | SPELL | 8.166 | Not recorded | 6997ea7209c33900fcd76506 | | CADS | 8.118 | Not recorded | 6997ea7209c33900fcd76506 | | Vanilla Guidance (CFG) | 8.115 | Not recorded | 6997ea7209c33900fcd76506 | | PG | 8.002 | Not recorded | 6997ea7209c33900fcd76506 | | IG | 8.002 | Not recorded | 6997ea7209c33900fcd76506 | ### GASS VS: 8.847. Result ID: 699b08845698665ec49b1bb6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"SD2.1"}. This record does not assert independent reproduction. ### CADS VS: 8.784. Result ID: 699b08845698665ec49b1bb3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"SD2.1"}. This record does not assert independent reproduction. ### IG VS: 8.761. Result ID: 699b08845698665ec49b1bb4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"SD2.1"}. This record does not assert independent reproduction. ### SPELL VS: 8.726. Result ID: 699b08845698665ec49b1bb5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"SD2.1"}. This record does not assert independent reproduction. ### PG VS: 8.637. Result ID: 699b08845698665ec49b1bb2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"SD2.1"}. This record does not assert independent reproduction. ### Vanilla Guidance (CFG) VS: 8.599. Result ID: 699b08845698665ec49b1bb1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"SD2.1"}. This record does not assert independent reproduction. ### GASS VS: 8.212. Result ID: 699b08845698665ec49b1bbc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"SD3-M"}. This record does not assert independent reproduction. ### SPELL VS: 8.166. Result ID: 699b08845698665ec49b1bbb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"SD3-M"}. This record does not assert independent reproduction. ### CADS VS: 8.118. Result ID: 699b08845698665ec49b1bb9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"SD3-M"}. This record does not assert independent reproduction. ### Vanilla Guidance (CFG) VS: 8.115. Result ID: 699b08845698665ec49b1bb7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"SD3-M"}. This record does not assert independent reproduction. ### PG VS: 8.002. Result ID: 699b08845698665ec49b1bb8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"SD3-M"}. This record does not assert independent reproduction. ### IG VS: 8.002. Result ID: 699b08845698665ec49b1bba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"SD3-M"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.