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] |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ontonotes5 | quynong/ontonotes5 | 18 | [
"CARDINAL",
"DATE",
"PERSON",
"NORP",
"GPE",
"LAW",
"ORG",
"PERCENT",
"ORDINAL",
"MONEY",
"WORK_OF_ART",
"FAC",
"TIME",
"LOC",
"QUANTITY",
"PRODUCT",
"EVENT",
"LANGUAGE"
] | 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-ontonotes5-seed42",
"summary": {
"micro_precision": 0.9049,
"micro_recall": 0.943,
"micro_f1": 0.9235,
"macro_precision": 0.8349,
"macro_re... | [
{
"baseline": "deberta-v3-base",
"n": 3,
"micro_f1_mean": 92.32,
"micro_f1_std": 0.35,
"macro_f1_mean": 85.16,
"macro_f1_std": 0.95,
"micro_p_mean": 90.79,
"micro_r_mean": 93.9,
"micro_f1": "92.32 +/- 0.35",
"macro_f1": "85.16 +/- 0.95"
},
{
"baseline": "distilbert-ba... | 2026-08-24T21:04:45 |
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
ontonotes5 — NER baselines (Stanford CoreNLP CRF, DeBERTa-v3-base, DistilBERT-base)
- dataset:
quynong/ontonotes5(18 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 |
|---|---|---|---|---|---|
| deberta-v3-base | 3 | 92.32 +/- 0.35 | 85.16 +/- 0.95 | 90.79 | 93.9 |
| distilbert-base-cased | 3 | 90.83 +/- 0.29 | 81.75 +/- 1.14 | 89.2 | 92.52 |
Checkpoint tung run
deberta-v3-base-seed42-> AITeamUIT/baseline-deberta-v3-base-ontonotes5-seed42 (micro F1 92.35)deberta-v3-base-seed43-> AITeamUIT/baseline-deberta-v3-base-ontonotes5-seed43 (micro F1 92.65)deberta-v3-base-seed44-> AITeamUIT/baseline-deberta-v3-base-ontonotes5-seed44 (micro F1 91.95)distilbert-base-cased-seed42-> AITeamUIT/baseline-distilbert-base-cased-ontonotes5-seed42 (micro F1 90.95)distilbert-base-cased-seed43-> AITeamUIT/baseline-distilbert-base-cased-ontonotes5-seed43 (micro F1 91.03)distilbert-base-cased-seed44-> AITeamUIT/baseline-distilbert-base-cased-ontonotes5-seed44 (micro F1 90.50)
generated 2026-08-24T21:04:45
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