SecurePII-Bench
Collection
262 items • Updated
dataset string | dataset_repo string | n_labels int64 | labels list | eval_split string | baselines list | seeds list | epochs_hf int64 | batch_size_hf int64 | max_train_samples null | max_eval_samples null | runs dict | comparison_table list | generated_at timestamp[s] |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
conll2003 | quynong/conll2003 | 4 | [
"PER",
"ORG",
"LOC",
"MISC"
] | test | [
"corenlp",
"deberta-v3-base",
"distilbert-base-cased"
] | [
42,
43,
44
] | 5 | 16 | null | null | {
"deberta-v3-base-seed42": {
"status": "ok",
"name": "deberta-v3-base",
"seed": 42,
"repo": "AITeamUIT/baseline-deberta-v3-base-conll2003-seed42",
"summary": {
"micro_precision": 0.9267,
"micro_recall": 0.9423,
"micro_f1": 0.9344,
"macro_precision": 0.908,
"macro_rec... | [
{
"baseline": "corenlp",
"n": 0,
"micro_f1_mean": 86.68,
"micro_f1_std": null,
"macro_f1_mean": 85.89,
"macro_f1_std": null,
"micro_p_mean": 87.4,
"micro_r_mean": 85.98,
"micro_f1": "86.68",
"macro_f1": "85.89"
},
{
"baseline": "deberta-v3-base",
"n": 3,
"micr... | 2026-08-24T18:40:34 |
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
conll2003 — NER baselines (Stanford CoreNLP CRF, DeBERTa-v3-base, DistilBERT-base)
- dataset:
quynong/conll2003(4 nhan), eval tren splittest - HF baselines: 5 epochs, batch 16, seeds [42, 43, 44]
- corenlp: 1 lan train (CRF deterministic, khong seed)
Ket qua (P/R/F1 %, HungarianEvaluator IoU>=0.5 hoac fuzzy)
| baseline | n | micro F1 | macro F1 | micro P | micro R |
|---|---|---|---|---|---|
| corenlp | 0 | 86.68 | 85.89 | 87.4 | 85.98 |
| deberta-v3-base | 3 | 93.35 +/- 0.08 | 92.04 +/- 0.03 | 92.54 | 94.17 |
| distilbert-base-cased | 3 | 90.89 +/- 0.30 | 89.37 +/- 0.44 | 90.11 | 91.69 |
Checkpoint tung run
deberta-v3-base-seed42-> AITeamUIT/baseline-deberta-v3-base-conll2003-seed42 (micro F1 93.44)deberta-v3-base-seed43-> AITeamUIT/baseline-deberta-v3-base-conll2003-seed43 (micro F1 93.28)deberta-v3-base-seed44-> AITeamUIT/baseline-deberta-v3-base-conll2003-seed44 (micro F1 93.32)distilbert-base-cased-seed42-> AITeamUIT/baseline-distilbert-base-cased-conll2003-seed42 (micro F1 91.21)distilbert-base-cased-seed43-> AITeamUIT/baseline-distilbert-base-cased-conll2003-seed43 (micro F1 90.62)distilbert-base-cased-seed44-> AITeamUIT/baseline-distilbert-base-cased-conll2003-seed44 (micro F1 90.84)corenlp-> AITeamUIT/baseline-corenlp-conll2003 (micro F1 86.68)
generated 2026-08-24T18:40:34
- Downloads last month
- 28