Dialect at Binary Level
Task Identifier: dialect-binary
Cluster: Sentence Classification (SC)
Data Type: DA
Score Metric: Macro F1-score
Paper/GitHub/Website URL:


RankSubmission Title Model
URL
Score
Details
1
Huawei Noah Ark Lab MTL SABER
88.43
2
Huawei Noah Ark Lab MTL AT5Bv2
87.94
3
Huawei Noah Ark Lab MTL JABER
87.92
4
Baselines QARiB
87.85
5
Baselines AraBERTv02-Twitter
87.76
6
Huawei Noah Ark Lab MTL AT5Sv2
87.7
7
Huawei Noah Ark Lab MTL JABERv2-6L
87.66
8
Baselines CAMeLBERT-MSA
87.4
9
Huawei Noah Ark Lab MTL JABERv2
87.39
10
Baselines AraELECTRA
87.21
11
Huawei Noah Ark Lab MTL AT5S
87.18
12
Baselines AraBERTv02
87.01
13
Baselines MARBERTv2
86.92
14
Baselines ARBERTv2
86.91
15
Baselines CAMeLBERT-MIX
86.79
16
Baselines MARBERT
86.78
17
Huawei Noah Ark Lab MTL AT5B
86.77
18
Baselines AraBERTv01
86.64
19
Baselines CAMeLBERT-DA
86.64
20
Baselines GigaBERT-v3
86.57
21
Baselines ARBERT
86.48
22
Baselines GigaBERT-v4
86.13
23
Baselines Arabic BERT
85.94
24
Baselines CAMeLBERT-CA
84.58
25
Baselines Arabic-ALBERT
84.45