Documents / IAM lines
Handwriting recognition
Handwritten line image → text
Model size vs score
1 compatible measurements. Parameter counts come from the architecture instantiated from each pinned model configuration; no weights are loaded for this count. Click a point to inspect its evidence.
Measured results
Pilot comparison · first 32 valid examples · cer lower is better. No global SOTA claim.
| System | Score | Samples | Elapsed¹ | Evidence |
|---|---|---|---|---|
| microsoft/trocr-small-handwritten b4648cfa1719 | 5.9% | 32 | 8s | Inspect run → 16 Oct 2026, 23:22 UTC |
¹ Evaluation elapsed time includes model loading after dataset selection. It is not serving latency or a fair speed comparison.
What this measures
Benchmark origin
Dataset / split
Teklia/IAM-line / test
Immutable dataset revision
fbdad97500ce54635c0d1ba306bf535cb40656cfUpstream license metadata
mit · consult upstream terms
Protocol
codesota-pilot-v1 / ocr
Selection
First 32 valid examples in the pinned split order. SNLI rows without a valid label are excluded.
Configuration
Seed 42. Greedy generation for math and code. Mean answer-token log likelihood for text classification, completion and declarative multiple-choice recipes. No model judge.
Planned runs
0 qualified visits in 30 days · priority 35.1. Interest changes execution order, within the approved baseline list.
| System | Status |
|---|---|
| microsoft/trocr-small-handwritten | completed |