Drone-Bench - Detect: leaderboard
Drone-Bench Detect: build a stateful detector that returns a whole-body bounding box for a person given one reference photo, and reports when the target leaves the frame; scored against labeled drone clips with a hidden test set. Average over runs of each run's best submission, as a percentage (human baseline 72.1).
Metric: Detect score (%). Source: andonlabs.com. Saturation forecast: Around February 2027. 19 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 5.5 | 88.7 | #3 |
| 2 | Claude Fable 5 | 87.77 | #20 |
| 3 | Claude Fable 5.1 | 85.68 | #10 |
| 4 | Claude Opus 4.7 | 84.25 | #51 |
| 5 | Gemini 3.1 Pro (Preview) | 82.4 | #64 |
| 6 | Claude Opus 4.8 | 80.98 | #39 |
| 7 | Claude Opus 5 | 78.54 | #16 |
| 8 | Claude Opus 4.5 | 69.83 | #87 |
| 9 | GPT-6 Astra | 67.13 | #6 |
| 10 | GPT-5.5 | 63.52 | #33 |
| 11 | GPT-5.6 Sol | 61.34 | #22 |
| 12 | O1 | 58.68 | #190 |
| 13 | GPT-5.2 | 56.13 | #115 |
| 14 | O3 | 55.44 | #132 |
| 15 | GPT-4o (2024-11-20) | 55.29 | #392 |
No result here: #7 GPT-6.1 Sol, #9 Gemini 4 Argon.
Interactive version: theaggregate.ai/benchmark?slug=drone-bench-detect · How It Works · Data refreshed daily, snapshot 2026-11-05.