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] |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
fin | quynong/fin | 4 | [
"PER",
"ORG",
"LOC",
"MISC"
] | test | [
"corenlp",
"deberta-v3-base",
"distilbert-base-cased"
] | [
42,
43,
44
] | 5 | 16 | null | null | {
"corenlp": {
"status": "ok",
"name": "corenlp",
"seed": null,
"repo": "AITeamUIT/baseline-corenlp-fin",
"summary": {
"micro_precision": 0.9194,
"micro_recall": 0.7238,
"micro_f1": 0.8099,
"macro_precision": 0.8343,
"macro_recall": 0.4567,
"macro_f1": 0.5466,
... | [
{
"baseline": "corenlp",
"n": 0,
"micro_f1_mean": 80.99,
"micro_f1_std": null,
"macro_f1_mean": 54.66,
"macro_f1_std": null,
"micro_p_mean": 91.94,
"micro_r_mean": 72.38,
"micro_f1": "80.99",
"macro_f1": "54.66"
},
{
"baseline": "deberta-v3-base",
"n": 3,
"mic... | 2026-08-24T15:13:50 |
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
fin — NER baselines (Stanford CoreNLP CRF, DeBERTa-v3-base, DistilBERT-base)
- dataset:
quynong/fin(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 | 80.99 | 54.66 | 91.94 | 72.38 |
| deberta-v3-base | 3 | 81.67 +/- 0.34 | 54.83 +/- 0.36 | 76.08 | 88.15 |
| distilbert-base-cased | 3 | 77.30 +/- 1.63 | 51.20 +/- 1.35 | 74.32 | 80.53 |
Checkpoint tung run
corenlp-> AITeamUIT/baseline-corenlp-fin (micro F1 80.99)distilbert-base-cased-seed42-> AITeamUIT/baseline-distilbert-base-cased-fin-seed42 (micro F1 75.42)distilbert-base-cased-seed43-> AITeamUIT/baseline-distilbert-base-cased-fin-seed43 (micro F1 78.12)distilbert-base-cased-seed44-> AITeamUIT/baseline-distilbert-base-cased-fin-seed44 (micro F1 78.35)deberta-v3-base-seed42-> AITeamUIT/baseline-deberta-v3-base-fin-seed42 (micro F1 81.34)deberta-v3-base-seed43-> AITeamUIT/baseline-deberta-v3-base-fin-seed43 (micro F1 81.64)deberta-v3-base-seed44-> AITeamUIT/baseline-deberta-v3-base-fin-seed44 (micro F1 82.02)
generated 2026-08-24T15:13:50
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