PII Detection Leaderboard

Rank	Team	Best Overall Score	Exact F1	Exact Precision	Exact Recall	Partial F1	Partial Precision	Partial Recall	IoU50 F1	IoU50 Precision	IoU50 Recall
10	TheConsultants (submission 3)	0.6015	0.0142	0.0150	0.0130	0.6015	0.6470	0.5620	0.2518	0.2710	0.2350

Rank	Team	Best Overall Score	Exact F1	Exact Precision	Exact Recall	Partial F1	Partial Precision	Partial Recall	IoU50 F1	IoU50 Precision	IoU50 Recall
1	Premise (submission 3)	0.6015	0.0142	0.0150	0.0130	0.6015	0.6470	0.5620	0.2518	0.2710	0.2350
2	Premise (submission 2)	0.5996	0.0143	0.0150	0.0130	0.5996	0.6420	0.5620	0.2557	0.2740	0.2400
3	صقور الأرض (submission 9)	0.5973	0.0154	0.0160	0.0150	0.5973	0.6340	0.5650	0.2571	0.2730	0.2430
4	Premise	0.5973	0.0143	0.0150	0.0140	0.5973	0.6370	0.5620	0.2543	0.2710	0.2390
5	Sebaweeh (submission 11)	0.5782	0.0298	0.0290	0.0210	0.5782	0.6590	0.4610	0.2584	0.2980	0.2180
6	صقور الأرض (submission 8)	0.5726	0.0244	0.0290	0.0210	0.5726	0.4570	0.4950	0.1867	0.1890	0.1940
7	صقور الأرض (submission 5)	0.5705	0.0188	0.0230	0.0160	0.5705	0.6550	0.4910	0.1867	0.1870	0.1920
8	TheConsultants (submission 3)	0.5575	0.0298	0.0290	0.0210	0.5575	0.6590	0.4610	0.2684	0.2980	0.2180
9	Dynamic (submission 4)	0.5522	0.0298	0.0290	0.0210	0.5522	0.6590	0.4610	0.2584	0.2980	0.2180
10	صقور الأرض (submission 4)	0.5506	0.0244	0.0290	0.0210	0.5506	0.6570	0.4880	0.2461	0.2910	0.2130
11	صقور الأرض (submission 3)	0.5394	0.0188	0.0230	0.0160	0.5394	0.6460	0.4630	0.2414	0.2890	0.2070
12	Dynamic (submission 3)	0.5411	0.0256	0.0290	0.0200	0.5411	0.6470	0.4610	0.2474	0.2980	0.2180
13	The LADS (submission 5)	0.5359	0.0106	0.0110	0.0100	0.5359	0.4450	0.4080	0.2220	0.1590	0.1460
14	Sebaweeh (submission 10)	0.5358	0.0241	0.0290	0.0210	0.5358	0.6360	0.4630	0.2431	0.2890	0.2100
15	Dynamic (submission 2)	0.5344	0.0239	0.0290	0.0200	0.5344	0.6470	0.4550	0.2439	0.2950	0.2080
16	Prophytech-AI (submission 2)	0.5341	0.0239	0.0290	0.0200	0.5341	0.6470	0.4550	0.2439	0.2950	0.2080
17	صقور الأرض (submission 1)	0.5333	0.0237	0.0290	0.0200	0.5333	0.6440	0.4550	0.2434	0.2940	0.2080
18	Sebaweeh (submission 9)	0.5225	0.0185	0.0230	0.0160	0.5225	0.6300	0.4100	0.2142	0.2640	0.1800
19	ByFi (submission 3)	0.5165	0.0169	0.0220	0.0140	0.5165	0.6550	0.4130	0.2162	0.2800	0.1760
20	Gang of Four	0.5153	0.0133	0.0160	0.0110	0.5153	0.6220	0.4400	0.2141	0.2580	0.1830
21	The LADS (submission 4)	0.5103	0.0101	0.0130	0.0080	0.5103	0.6690	0.4190	0.2070	0.2760	0.1660
22	صقور الأرض (submission 2)	0.5089	0.0171	0.0210	0.0150	0.5089	0.6100	0.4360	0.2289	0.2750	0.1960
23	Nutoq	0.5072	0.0094	0.0120	0.0080	0.5072	0.6690	0.4080	0.2252	0.2970	0.1810
24	Sebaweeh (submission 8)	0.5053	0.0098	0.0140	0.0070	0.5053	0.7400	0.3840	0.1759	0.2580	0.1340
25	Dynamic	0.5040	0.0179	0.0200	0.0160	0.5040	0.5600	0.4580	0.2088	0.2320	0.1900
26	ByFi	0.5012	0.0161	0.0210	0.0130	0.5012	0.6620	0.4030	0.2170	0.2870	0.1750
27	ByFi (submission 2)	0.4996	0.0161	0.0210	0.0130	0.4996	0.6590	0.4020	0.2165	0.2860	0.1740
28	TheConsultants	0.4986	0.0145	0.0180	0.0120	0.4986	0.6340	0.4110	0.2118	0.2690	0.1740
29	Sebaweeh (submission 7)	0.4945	0.0104	0.0160	0.0080	0.4945	0.7400	0.3710	0.1717	0.2570	0.1290
30	Prophytech-AI	0.4938	0.0181	0.0200	0.0170	0.4938	0.5360	0.4570	0.1992	0.2160	0.1850
31	The LADS (submission 3)	0.4892	0.0089	0.0120	0.0070	0.4892	0.6690	0.3850	0.2100	0.2870	0.1650
32	TheConsultants (submission 2)	0.4817	0.0132	0.0180	0.0100	0.4817	0.6700	0.3760	0.2071	0.2880	0.1620
33	SaRA (submission 2)	0.4406	0.0113	0.0150	0.0090	0.4406	0.5960	0.3500	0.1807	0.2440	0.1430
34	The LADS (submission 2)	0.4145	0.0079	0.0110	0.0060	0.4145	0.5900	0.3190	0.1676	0.2390	0.1290
35	Sebaweeh (submission 6)	0.4095	0.0096	0.0110	0.0090	0.4095	0.4560	0.3720	0.1539	0.1710	0.1400
36	Sebaweeh (submission 4)	0.3938	0.0075	0.0090	0.0070	0.3938	0.4580	0.3460	0.1490	0.1730	0.1310
37	Why Not	0.3845	0.0088	0.0090	0.0080	0.3845	0.3980	0.3720	0.1444	0.1490	0.1400
38	Sebaweeh (submission 5)	0.3519	0.0076	0.0060	0.0100	0.3519	0.2800	0.4740	0.1409	0.1120	0.1900
39	The LADS	0.3346	0.0077	0.0150	0.0050	0.3346	0.6490	0.2250	0.1244	0.2410	0.0840
40	AEye	0.3180	0.0081	0.0130	0.0060	0.3180	0.4940	0.2340	0.1058	0.1640	0.0780
41	Sebaweeh (submission 3)	0.2846	0.0053	0.0040	0.0110	0.2846	0.1900	0.5690	0.1099	0.0730	0.2200
42	NICE	0.2667	0.0039	0.0030	0.0050	0.2667	0.2310	0.3160	0.0646	0.0560	0.0770
43	SaRA (submission 1)	0.2633	0.0058	0.0050	0.0080	0.2633	0.2040	0.3700	0.0733	0.0570	0.1030
44	Sebaweeh (submission 2)	0.2630	0.0053	0.0040	0.0100	0.2630	0.1790	0.4950	0.1012	0.0690	0.1900
45	Sebaweeh (submission 1)	0.2457	0.0021	0.0010	0.0070	0.2457	0.1430	0.8540	0.0871	0.0510	0.3030

ℹ️ About This PII Detection Leaderboard

This leaderboard ranks PII (Personally Identifiable Information) detection teams based on comprehensive benchmarks:

Main Metrics:

Best Overall Score: Primary ranking metric (highest of all F1 scores)
Exact F1/Precision/Recall: Perfect position and label match
Partial F1/Precision/Recall: Overlapping entities with correct detection
IoU50 F1/Precision/Recall: 50%+ IoU overlap with correct detection
Value F1/Precision/Recall: Exact value match regardless of position
GT/Pred Entities: Ground truth vs predicted entity counts
TP (True Positives): Successful detections for each match type

Evaluation Types:

Exact Match: Most strict - requires perfect boundary and label alignment
Partial Match: Allows overlapping boundaries but requires correct label
IoU50 Match: Requires 50%+ overlap with correct detection
Value Match: Exact value match regardless of position

🏆 PII Detection Model Leaderboard

📊 Statistics

ℹ️ About This PII Detection Leaderboard