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Papers Benchmarks Datasets Tasks

Upwork dataset and benchmarks · SOTA2 Research

Research Datasets

Upwork

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Sequential Recommendation

Upwork

5.87Recall@5

12

Top-K Recommendation

Upwork (leave-one-out)

10.12Recall@10

11

Job Post to Freelancer Retrieval

Upwork 1 month (evaluation)

12.4NDCG@10

10

Freelancer to Job Post Retrieval

Upwork 1 month split (evaluation)

24.2NDCG@10

10

Popular tasks

Sequential Recommendation Top-K Recommendation Freelancer to Job Post Retrieval Job Post to Freelancer Retrieval

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