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Drone-Bench: Follow

Agents · 2026-07-23

Drone-Bench's Follow task: the agent writes a control loop that calls a provided detector on the camera feed and keeps a simulated DJI Tello close behind a moving target in a MuJoCo model of Andon's office. A submission is scored on how much of the episode the target spends in the centre third of the frame and within a set distance, and a collision ends the episode and zeroes the remaining frames. The score is the mean over ten runs of each run's best submission, in percent; Andon's human-plus-AI baseline is 67.4.

Benchmark source: Andonlabs

Top models (higher is better)

ModelScoreSource
GPT-6 Astra88.6Andon Labs Drone-Bench: gpt-6-astra Follow average run score · Andon Labs
Claude Fable 5.184.3Andon Labs Drone-Bench: fable-5.1 Follow average run score · Andon Labs
Claude Opus 5.582.8Andon Labs Drone-Bench: opus-5.5 Follow average run score · Andon Labs
Claude Opus 580.7Andon Labs Drone-Bench: opus-5 Follow average run score · Andon Labs
Claude Fable 578.0Andon Labs Drone-Bench: fable-5 Follow average run score · Andon Labs
Gemini 3.1 Pro Preview66.2Andon Labs Drone-Bench: gemini-3.1 Follow average run score · Andon Labs
GPT-5.6 Sol65.2Andon Labs Drone-Bench: gpt-5.6-sol Follow average run score · Andon Labs
Opus 4.853.1Andon Labs Drone-Bench: opus-4-8 Follow average run score · Andon Labs
GPT-5.542.7Andon Labs Drone-Bench: gpt-5.5 Follow average run score · Andon Labs
Opus 4.738.8Andon Labs Drone-Bench: opus-4-7 Follow average run score · Andon Labs
o336.1Andon Labs Drone-Bench: o3 Follow average run score · Andon Labs
Gemini 2.5 Pro23.7Andon Labs Drone-Bench: gemini-2.5 Follow average run score · Andon Labs
Opus 4.520.0Andon Labs Drone-Bench: opus-4-5 Follow average run score · Andon Labs
GPT-5.213.5Andon Labs Drone-Bench: gpt-5.2 Follow average run score · Andon Labs
Opus 49.6Andon Labs Drone-Bench: opus-4-0 Follow average run score · Andon Labs
o1 (2024-12-17)8.1Andon Labs Drone-Bench: o1 Follow average run score · Andon Labs
GPT-57.2Andon Labs Drone-Bench: gpt-5 Follow average run score · Andon Labs
GPT-4o (2024-11-20)2.0Andon Labs Drone-Bench: gpt-4o-nov Follow average run score · Andon Labs
GPT-4o (source unspecified)1.3Andon Labs Drone-Bench: gpt-4o-may Follow average run score · Andon Labs
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