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NIGHTS dataset and benchmarks · SOTA2 Research

Research Datasets

NIGHTS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image-to-Image Retrieval

NIGHTS

33.4Recall@5

8

Image-to-image retrieval (q^i -> c^i)

NIGHTS (held-out)

33Recall@5

6

Multimodal Retrieval

Nights-4

31.56R@5

6

Image-to-image retrieval

NIGHTS M-BEIR (test)

33Recall@5

4

Popular tasks

Image-to-Image Retrieval Multimodal Retrieval Image-to-image retrieval (q^i -> c^i)

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