SDGBiasBench - MCQ (Full Variable Names): leaderboard
Metric: Accuracy (%; three-option ordinal questions on SDG indicators from satellite and street-level imagery, only the names of all structured variables given as hints). Source: arxiv.org. Saturation forecast: Estimated already saturated. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4o | 56 |
| 2 | Qwen 2.5 VL 7B | 54 |
| 3 | Gemini 2.0 Flash | 52 |
| 4 | InternVL3-8B | 50 |
| 5 | Claude 3.5 Sonnet | 48 |
| 6 | InternVL3-14B | 42 |
Interactive version: theaggregate.ai/benchmark?slug=sdgbiasbench-mcq-full-variable-names · How It Works · Data refreshed daily, snapshot 2026-09-26.