Codesota · Computer Vision · Few-Shot Image Classification · TauBenchTasks/Computer Vision/Few-Shot Image Classification
Few-Shot Image Classification · benchmark dataset · EN

TauBench.

A conversational benchmark designed to test AI agents in dynamic, open-ended real-world scenarios. It specifically evaluates an agent's ability to interact with simulated human users and programmatic APIs while strictly adhering to domain-specific policies and maintaining consistent behavior, with domains in e-commerce and airline reservations.

Paper Submit a result
§ 01 · Leaderboard

Best published scores.

No results indexed yet — be the first to submit a score.

No benchmark results indexed yet
§ 06 · Contribute

Have a score that beats
this table?

Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.

Submit a result Read submission guide
What a submission needs
  • 01A public checkpoint or API endpoint
  • 02A reproduction script with frozen commit + seed
  • 03Declared evaluation environment (Python, deps)
  • 04One row per metric declared by this dataset
  • 05A contact so we can follow up on discrepancies
TauBench — Few-Shot Image Classification benchmark · Codesota | CodeSOTA