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Papers Benchmarks Datasets Tasks

Hotels dataset and benchmarks · SOTA2 Research

Research Datasets

Hotels

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Target-Aspect-Sentiment Detection

Hotels

71.47F1 Score

29

Aspect Sentiment Quad Prediction

HOTELS

56.54F1 Score

23

Multi-view Image Classification

Hotels-8k 29 (test)

78.66Top-1 Accuracy

15

Multi-view Classification

Hotels-8k v1 (test)

73.93Top-1 Accuracy

15

Image Retrieval

Hotels-50K

29.24Recall@1

6

Image Retrieval

Hotels Hotel Chain 50K (test)

60.78Recall@1

3

Pairwise LLM Evaluation

Hotels

82Win Rate (Contrast)

2

Query-driven contrastive summarization

Hotels (test)

82Contrast Win Rate

2

Contrastive Summarization

Hotels

80Contrast

2

Popular tasks

Image Retrieval Aspect Sentiment Quad Prediction Target Aspect Sentiment Detection Multi-view Classification Contrastive Summarization

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