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Reuters

Benchmarks

Task NameDataset NameSOTA ResultTrend
Document RetrievalReuters21578 (test)
Precision@10094.07
45
Machine-Generated Text DetectionReuters (Claude)
TPR @ FPR=1%85.2
36
Machine-Generated Text DetectionReuters GPT4All
TPR @ FPR=1%93.24
36
Unsupervised document hashingReuters
Precision0.8624
32
Entity LinkingN3-Reuters-128
Macro F163.4
25
Machine-Generated Text DetectionReuters ChatGPT-turbo
TPR@FPR=1%97.51
24
Machine-Generated Text DetectionReuters ChatGLM
TPR@FPR=1%99.29
24
Machine-Generated Text DetectionReuters Dolly
TPR @ FPR=1%38.62
24
Machine-Generated Text DetectionReuters ChatGPT split
TPR@FPR=1%98.09
24
ClusteringREUTERS 10K
ACC82.1
23
Machine-Generated Text DetectionReuters (test)
TPR@FPR=1%99.87
22
Text ClassificationReuters
Micro-F196.48
22
Text Classification ExplanationReuters (test)
Delta Acc (Top-1)10.4
21
5-way few-shot text classificationReuters (test)
Accuracy96.7
20
Topic ClassificationReuters-21578 (test)
Accuracy0.923
15
Multi-view ClusteringReuters 100% aligned
ACC59.14
14
Text CategorizationREUTERS (test)
Classification Error2.83
14
Multi-view ClusteringReuters
ACC58.4
13
Cross-lingual Document ClassificationReuters de -> en
Accuracy76.9
13
Machine-Generated Text DetectionReuters Claude 1.0 (test)
TPR @ FPR=1%94.36
12
Machine-Generated Text DetectionReuters StableLM 1.0 (test)
TPR @ FPR=1%34.84
12
Machine-Generated Text DetectionReuters ChatGLM 1.0 (test)
TPR@FPR=1%97.33
12
Machine-Generated Text DetectionReuters ChatGPT-turbo 1.0 (test)
TPR@FPR=1%0.5609
12
Machine-Generated Text DetectionReuters ChatGPT 1.0 (test)
TPR@FPR=1%89.82
12
Machine-Generated Text DetectionReuters GPT4All 1.0 (test)
TPR @ FPR=1%71.33
12
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