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] |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
mit_restaurant | quynong/mit_restaurant | 8 | [
"Rating",
"Amenity",
"Location",
"Restaurant_Name",
"Price",
"Hours",
"Dish",
"Cuisine"
] | 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-mit_restaurant",
"runtime_sec": 303.7,
"recovered_from": "train_eval",
"summary": {
"micro_precision": 0.8717,
"micro_recall": 0.8283,
"micro_f1": 0.8495,
"macro_prec... | [
{
"baseline": "corenlp",
"n": 0,
"micro_f1_mean": 84.95,
"micro_f1_std": null,
"macro_f1_mean": 83.67,
"macro_f1_std": null,
"micro_p_mean": 87.17,
"micro_r_mean": 82.83,
"micro_f1": "84.95",
"macro_f1": "83.67"
},
{
"baseline": "deberta-v3-base",
"n": 3,
"mic... | 2026-08-24T17:41:33 |
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
mit_restaurant — NER baselines (Stanford CoreNLP CRF, DeBERTa-v3-base, DistilBERT-base)
- dataset:
quynong/mit_restaurant(8 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 | 84.95 | 83.67 | 87.17 | 82.83 |
| deberta-v3-base | 3 | 88.39 +/- 0.56 | 87.49 +/- 0.84 | 86.75 | 90.1 |
| distilbert-base-cased | 3 | 86.54 +/- 0.26 | 85.54 +/- 0.34 | 84.55 | 88.64 |
Checkpoint tung run
corenlp-> AITeamUIT/baseline-corenlp-mit_restaurant (micro F1 84.95)deberta-v3-base-seed42-> AITeamUIT/baseline-deberta-v3-base-mit_restaurant-seed42 (micro F1 87.76)deberta-v3-base-seed43-> AITeamUIT/baseline-deberta-v3-base-mit_restaurant-seed43 (micro F1 88.82)deberta-v3-base-seed44-> AITeamUIT/baseline-deberta-v3-base-mit_restaurant-seed44 (micro F1 88.60)distilbert-base-cased-seed42-> AITeamUIT/baseline-distilbert-base-cased-mit_restaurant-seed42 (micro F1 86.27)distilbert-base-cased-seed43-> AITeamUIT/baseline-distilbert-base-cased-mit_restaurant-seed43 (micro F1 86.56)distilbert-base-cased-seed44-> AITeamUIT/baseline-distilbert-base-cased-mit_restaurant-seed44 (micro F1 86.79)
generated 2026-08-24T17:41:33
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