Reuters
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Reuters21578 (test)
94.07Precision@100
45
Reuters (test)
56.37Accuracy
42
Reuters
97.9Accuracy
38
REUTERS 10K
83.2ACC
37
Reuters (Claude)
85.2TPR @ FPR=1%
36
Reuters GPT4All
93.24TPR @ FPR=1%
36
Reuters
0.862Precision
32
Reuters
58.4ACC
31
Reuters-21578 (test)
0.923Accuracy
25
N3-Reuters-128
63.4Macro F1
25
Reuters ChatGPT-turbo
97.51TPR@FPR=1%
24
Reuters ChatGLM
99.29TPR@FPR=1%
24
Reuters Dolly
38.62TPR @ FPR=1%
24
Reuters ChatGPT split
98.09TPR@FPR=1%
24
Reuters (test)
99.87TPR@FPR=1%
22
Reuters
96.48Micro-F1
22
Reuters (test)
10.4Delta Acc (Top-1)
21
Reuters (test)
96.7Accuracy
20
Reuters dim10
54.16Accuracy
14
Reuters (test)
86.37Accuracy
14
Reuters 100% aligned
59.14ACC
14
REUTERS (test)
2.83Classification Error
14
Reuters de -> en
76.9Accuracy
13
Reuters Claude 1.0 (test)
94.36TPR @ FPR=1%
12
Reuters StableLM 1.0 (test)
34.84TPR @ FPR=1%
12