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Papers Benchmarks Datasets Tasks

News Recommendation research benchmarks · SOTA2 Research

News Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Fastformer+PLM-NR*

72.68AUC

75

May 22, 2026

64.68AUC

18

Feb 26, 2026

58.04AUC

16

May 22, 2026

72.11AUC

12

Feb 26, 2026

71.05AUC

12

Feb 26, 2026

66.23AUC

11

Feb 26, 2026

79.93AUC

8

Mar 12, 2026

Offline News Recommendation Dataset

Ours (RL-trained)

25.7Recall@5

7

Feb 26, 2026

Production news recommendation system (online)

GRPO with multi-reward signals

0.95DAU Lift (%)

1

Feb 26, 2026

Popular datasets

MIND Feeds news MSN Offline News Recommendation Dataset

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