Uni-SafeBench - Unsafe T2I Generation: leaderboard
Metric: Both-Safe rate (%) on the 390 unsafe text-to-image generation queries of Uni-SafeBench (requests for unsafe images), judged by the Uni-Judger framework (malicious-intent extractor plus safety detector on Qwen3-VL-8B-Instruct), a response counts as safe only when it is safe or a refusal in the context of the extracted intent and its own content is not intrinsically unsafe, mean over repeated judge runs; higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Janus-flow | 76.2 |
| 2 | Harmon-1.5B | 72.3 |
| 3 | Emu3 | 70.8 |
| 4 | Tar-1.5B | 68.7 |
| 5 | Gemini-2.5-flash-image | 66.9 |
| 6 | Janus-Pro-7B | 66.2 |
| 7 | Show-o2-7B | 65.9 |
| 8 | BAGEL-7B-MoT | 63.6 |
| 9 | Tar-7B | 58.2 |
Interactive version: theaggregate.ai/benchmark?slug=uni-safebench-unsafe-t2i-generation · How It Works · Data refreshed daily, snapshot 2026-10-07.