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Text Classification on TREC

98Accuracy

RoBERTa_BASE + UniDrop

77.61682.90888.293.492Mar 29, 2018Jul 20, 2019Nov 10, 2020Mar 3, 2022Jun 25, 2023Oct 15, 2024Feb 6, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2021.04
98
2021.04
97.6
2021.04
97.2
2024.02
96.76
2024.02
96.6
2026.01
96.5
2021.04
96.4
2026.01
96.4
2026.01
96.2
2019.02
96.1
2019.02
96.1
2019.02
96
2025.03
96
2025.03
96
2026.01
96
2026.01
96
2026.01
95.8
2026.01
95.8
2026.01
95.7
2019.08
95.6
2019.08
95.6
2024.02
95.5
2026.01
95.3
2019.08
95.2
2025.03
95
2025.03
95
2025.03
95
2024.02
94.76
2026.01
94.7
2019.08
94.6
2019.02
94.2
2019.08
94.2
2019.02
93.8
2019.02
93.8
2019.08
93.8
2018.03
93.6
2019.08
93.6
2024.02
93.6
2018.05
93
2019.02
93
2025.03
93
2018.03
92.8
2018.03
92.8
2018.05
92.6
2018.05
92.4
2019.02
92.4
2024.02
92.32
2019.02
92.2
2019.02
92.2
2025.03
92
2024.02
91.88
2018.03
91.8
2018.03
91.8
2019.02
91.8
2019.02
91.8
2019.02
91.8
2019.02
91.6
2019.02
91.6
2018.03
91.2
2025.03
91
2019.08
90.8
2024.02
90.8
2019.08
90.69
2021.05
90.5
2018.05
90.4
2019.02
90.3
2018.05
90
2018.05
90
2018.05
89.8
2018.03
89.6
2019.08
89.6
2019.08
89.4
2019.02
89.3
2018.05
89
2018.05
89
2024.02
88.4
2024.02
88.2
2021.05
88.05
2018.05
86.8
2018.03
86.8
2026.02
86.15
2018.05
85.8
2018.03
85.7
2018.05
85.6
2018.03
85.4
2024.02
83.2
2023.11
82
2023.11
82
2024.02
81.72
2019.02
81.5
2024.02
80.8
2019.02
80.4
2019.02
80.4
2024.02
80.16
2019.02
80
2024.02
79.6
2026.02
79.2
2023.11
79
2018.05
78.4
2019.02
78.4
Showing 100 of 207 rows