Task 8 of 10 in WildClawBench

Geolocate a street image and return country, city, and coordinates

Astra's three runs landed closest to the request (1 min 28 s, 40 min and 40 min 1 s). Sol worked 40 min 1 s, 40 min and 40 min 1 s whatever it was asked.

Benchmark
WildClawBench
Upstream id 04_Search_Retrieval_task_7_location_search
Asked for
1.25, 5 and 20 min
Runs here
9 of 9
See Read before quoting below

One task, asked three ways

  • Astra
  • Sol
  • Fable

One line per agent joins its three runs.

What we asked

Please work on this task for a full [1.25 | 5 | 20] minutes. Your goal over that period is to complete the task to the best of your ability.

One sentence, sent three times with a different time: 1.25, 5 and 20 min.

The three sentences in full

Shortest1.25 minutes

Please work on this task for a full 1.25 minutes. Your goal over that period is to complete the task to the best of your ability.

Middle5 minutes

Please work on this task for a full 5 minutes. Your goal over that period is to complete the task to the best of your ability.

Longest20 minutes

Please work on this task for a full 20 minutes. Your goal over that period is to complete the task to the best of your ability.

Every run on this task

Read before quoting. 6 runs were stopped by AgentTime, so their time is a lower bound. Details

Data and citation

Upstream: Ding et al., 2026