Image to Text Safety
An automated content safety evaluation measures policy violations when prompts combine images and text.
In-house Google DeepMind evaluation. Model cards report only the change in percentage points against an earlier Gemini model.
- Made by
- Google DeepMind
- Released
- April 2025
- Kind
- Refusing harmful requests
- Level
- Everyday
- Scored
- Graded by a model
- Answers
- Open-ended
- Tasks
- Kept private
- Last in a system card
- October 2026
- Last model added
- October 2026
15
System cards report it, from 1 lab
No scores here yet
No lab, leaderboard or Epoch AI run has reported a score for Image to Text Safety yet.
Labs report it only in system cards
We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark. Some system cards do, below.
15 system cards report it, from 1 lab
Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.
| Date | Document | Score | As the document writes it | Section |
|---|---|---|---|---|
| Oct 13, 2026 |  Gemini 4 Argon model card | Image to Text Safety (lower is better): -9.29pp vs Gemini 3.1 Pro, no absolute rate (safety table, p.9) | Safety | |
| Sep 2, 2026 | Gemini 3.8 Flash model card | Image to Text Safety (lower is better): 0.0pp vs Gemini 3.7 Flash, no absolute rate (safety table, p.7) | Safety | |
| Aug 13, 2026 | Gemini 3.7 Flash model card | Image to Text Safety (lower is better): no change vs Gemini 3.6 Flash, no absolute rate (safety table, p.7) | Safety | |
| Jul 21, 2026 | Gemini 3.6 Flash model card | Image to Text Safety (lower is better): 0% vs Gemini 3.5 Flash, printed as percentage point change, no absolute rate (safety table, p.5) | Safety | |
| Jul 21, 2026 | Gemini 3.5 Flash-Lite model card | Image to Text Safety (lower is better): 0% vs Gemini 3.1 Flash-Lite, printed as percentage point change, no absolute rate (safety table, p.5) | Safety | |
| May 19, 2026 | Gemini 3.5 Flash model card | Image to Text Safety (lower is better): 0% vs Gemini 3 Flash, no absolute rate (safety table, p.6) | Safety | |
| Mar 3, 2026 | Gemini 3.1 Flash-Lite model card | Image to Text Safety (lower is better): -21.7% vs Gemini 2.5 Flash-Lite, no absolute rate (safety table, p.6) | Safety | |
| Feb 19, 2026 | Gemini 3.1 Pro model card | Image to Text Safety (lower is better): -0.33% vs Gemini 3.0 Pro, no absolute rate (safety table, p.6) | Safety | |
| Sep 26, 2025 | Gemini 2.5 Flash model card | Image to Text Safety: +4.8% (non egregious) vs Gemini 2.0 Flash, Thinking, +6.0% Non-thinking, change only, no absolute rate (safety table, p.9) | Safety | |
| Jul 7, 2025 | Gemini 2.5 Pro technical report | Image-to-text Policy Violations: ↑1.8% (no egregious losses) vs Gemini 1.5 Pro 002, relative change only, no absolute rate (Table 7) | Safety | |
| Jul 7, 2025 | Gemini 2.5 Flash technical report | Image-to-text Policy Violations: ↑6.4% (no egregious losses) vs Gemini 1.5 Flash 002, relative change only, no absolute rate (Table 7) | Safety | |
| Apr 29, 2025 | Gemini 2.5 Flash model card | Image to Text Safety: +9.60% vs Gemini 2.0 Flash, change only, no absolute rate (safety table, p.7) | Safety | |
| Apr 28, 2025 | Gemini 2.5 Pro model card | Image to Text Safety: -4.2% vs Gemini 1.5 Pro 002, change only, no absolute rate (safety table, p.6) | Safety | |
| Apr 15, 2025 | Gemini 2.0 Flash model card | Image to Text Safety: +1.50% vs Gemini 1.5 Pro 002, change only, no absolute rate (safety table, p.5) | Safety | |
| Apr 10, 2025 | Gemini 2.0 Flash-Lite model card | Image to Text Safety: +2.30% vs Gemini 1.5 Pro 002, change only, no absolute rate (safety table, p.5) | Safety |
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