Benchmarks & Tests
Comparisons, performance tests and model evaluations.
2 published articles
3 min read
Agent evaluation
Sandbox benchmarks are hiding how agents really fail, HKU just built the fix
UniClawBench evaluates proactive agents across five fundamental capabilities in 400 bilingual real-world tasks, using live Docker containers and a three-agent closed-loop evaluation. It disentangles base model abilities from framework choices, revealing where agents truly break.
2026-07-13
5 min read
Benchmarks & Tests
Treble Technologies and Hugging Face Launch FFASR Leaderboard for Far-Field Speech Recognition
The new FFASR Leaderboard from Treble Technologies and Hugging Face evaluates ASR models across nine conditions including reverberation, background noise, and microphone distance. Early submissions show far-field WER at low SNR is several times higher than near-field performance, highlighting the need for acoustically robust models.
2026-07-02