The Last Translation Benchmark Initiative
zouharvi · x · 2026-07-17
The "Last Translation Benchmark" initiative involves:
- Collecting hard-to-translate inputs covering text, images, and audio
- Requiring attached human-readable validation rules
The goal is to make future translation task evaluations more provable and stable. The author included several examples showcasing the real-world difficult scenarios it aims to capture.
Related event: Last Translation Benchmark Seeks Hard-to-Translate Samples(7 posts)→
More from Research
- Structural ensembles beat single predictions in TCR:pMHC generalization study — quaidmorris · 2026-07-22
- Structural ensembles, not single predictions, drive robust TCR:pMHC generalization — quaidmorris · 2026-07-22
- enFoldX turns AlphaFold3 ensemble noise into a TCR–peptide–MHC predictor — quaidmorris · 2026-07-22
- enFoldX tops 8 neoantigen scans and an unseen-peptide benchmark — quaidmorris · 2026-07-22
- enFoldX reaches AUC 0.82 on human VDJdb and transfers to mouse at 0.76 — quaidmorris · 2026-07-22
- enFoldX extracts 106 interface and confidence features from AF3 ensembles — quaidmorris · 2026-07-22